Charles·S

人脸识别二

awesome-Face_Recognition

- Face Tracking
- Face Clustering
- Face Super-Resolution && Face Deblurring && Face Hallucination
- Face Generation && Face Synthesis && Face Completion && Face Restoration && Face De-Occlusion && Face Reenactment
- - 2010
  - 2013
  - 2014
  - 2015
  - 2016
  - 2017
  - 2018
  - 2019
  - 2020
  - 2021
- Face Transfer && Face Editing
- Face Swapping
- Face Anti-Spoofing && Face Attack
- - 2020
  - 2021
- Face Retrieval
- - 2008
  - 2012
  - 2014
  - 2016
  - 2017
  - 2018
  - 2019
- Face Application
- - 2019
- Model Acceleration && Model Compression
- Piplines
- DataSets
- - - 2D face recognition
    - video face recognition
    - 3D face recognition
    - Anti-spoofing
    - cross age and cross pose
  - Face Detection
  - Face Attributes
  - Others：

Face Tracking

E.R. Gast, Michael S. Lew .A Framework for Real-Time Face and Facial Feature Tracking using Optical Flow Pre-estimation and Template Tracking .[J] arXiv preprint arXiv:1101.00237.
Chloë Brown, Christos Efstratiou, Ilias Leontiadis, Daniele Quercia, Cecilia Mascolo, James Scott, Peter Key .The architecture of innovation: Tracking face-to-face interactions with ubicomp technologies .[J] arXiv preprint arXiv:1406.06829.
Narmada Naik, G.N Rathna .Robust real time face recognition and tracking on gpu using fusion of rgb and depth image .[J] arXiv preprint arXiv:1504.01883.
Tapan Pradhan, Aurobinda Routray, Bibek Kabi .Comparative Evaluation of Symmetric SVD Algorithms for Real-time Face and Eye Tracking .[J] arXiv preprint arXiv:1505.05840.
Hai X. Pham, Chongyu Chen, Luc N. Dao, Vladimir Pavlovic, Jianfei Cai, Tat-jen Cham .Robust Performance-driven 3D Face Tracking in Long Range Depth Scenes .[J] arXiv preprint arXiv:1507.02779.
Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva .Multi-Face Tracking by Extended Bag-of-Tracklets in Egocentric Videos .[J] arXiv preprint arXiv:1507.04576.
Grigorios G. Chrysos, Epameinondas Antonakos, Patrick Snape, Akshay Asthana, Stefanos Zafeiriou .A Comprehensive Performance Evaluation of Deformable Face Tracking “In-the-Wild” .[J] arXiv preprint arXiv:1603.06015.
Patrik Huber, Philipp Kopp, Matthias Rätsch, William Christmas, Josef Kittler .3D Face Tracking and Texture Fusion in the Wild .[J] arXiv preprint arXiv:1605.06764.
Enrique Snchez-Lozano, Brais Martinez, Georgios Tzimiropoulos, Michel Valstar .Cascaded Continuous Regression for Real-time Incremental Face Tracking .[J] arXiv preprint arXiv:1608.01137.
Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger .Robust Face Tracking using Multiple Appearance Models and Graph Relational Learning .[J] arXiv preprint arXiv:1706.09806.
Huaxiong Ding, Liming Chen .Densely tracking sequences of 3D face scans .[J] arXiv preprint arXiv:1709.04295.
Yue Wu, Zuoguan Wang, Qiang Ji .Facial Feature Tracking under Varying Facial Expressions and Face Poses based on Restricted Boltzmann Machines .[J] arXiv preprint arXiv:1709.05731.
Hanbyul Joo, Tomas Simon, Yaser Sheikh .Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies .[J] arXiv preprint arXiv:1801.01615.
Gregor Lenz, Sio-Hoi Ieng, Ryad Benosman .Event-based Dynamic Face Detection and Tracking Based on Activity .[J] arXiv preprint arXiv:1803.10106.
Kunlei Zhang, Elaheh Rashedi, Elaheh Barati, Xue-wen Chen .Long-term face tracking in the wild using deep learning .[J] arXiv preprint arXiv:1805.07646.
Yiming Lin, Jie Shen, Shiyang Cheng, Maja Pantic .Mobile Face Tracking: A Survey and Benchmark .[J] arXiv preprint arXiv:1805.09749.
Jae Shin Yoon, Takaaki Shiratori, Shoou-I Yu, Hyun Soo Park .Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking .[J] arXiv preprint arXiv:1907.10815.
Safa Alver, Ugur Halici .Attentive Deep Regression Networks for Real-Time Visual Face Tracking in Video Surveillance .[J] arXiv preprint arXiv:1908.03812.
Ngoc-Trung Tran, Fakhr-Eddine Ababsa, Maurice Charbit, Jacques Feldmar, Dijana Petrovska-Delacrétaz, Gérard Chollet .3D Face Pose and Animation Tracking via Eigen-Decomposition based Bayesian Approach .[J] arXiv preprint arXiv:1908.11039.
Gamhewage C. de Silva, Tamara Smyth, Michael J. Lyons .A Novel Face-tracking Mouth Controller and its Application to Interacting with Bioacoustic Models [J]. arXiv preprint arXiv:2010.03265.
Cian Ryan, Brian O Sullivan, Amr Elrasad, Joe Lemley, Paul Kielty, Christoph Posch, Etienne Perot .Real-Time Face & Eye Tracking and Blink Detection using Event Cameras [J]. arXiv preprint arXiv:2010.08278.
Germán Barquero, Carles Fernández, Isabelle Hupont .Long-Term Face Tracking for Crowded Video-Surveillance Scenarios [J]. arXiv preprint arXiv:2010.08675.
Jizhe Zhou, Chi-Man Pun .Personal Privacy Protection via Irrelevant Faces Tracking and Pixelation in Video Live Streaming [J]. arXiv preprint arXiv:2101.01060.
Ilke Demir, Umur A. Ciftci .Where Do Deep Fakes Look? Synthetic Face Detection via Gaze Tracking [J]. arXiv preprint arXiv:2101.01165.

Face Clustering

Vivek Sharma, Makarand Tapaswi, M.Saquib Sarfraz, Rainer Stiefelhagen .Self-Supervised Learning of Face Representations for Video Face Clustering .[J] arXiv preprint arXiv:1903.01000.
Zhongdao Wang, Liang Zheng, Yali Li, Shengjin Wang .Linkage Based Face Clustering via Graph Convolution Network .[J] arXiv preprint arXiv:1903.11306.
Lei Yang, Xiaohang Zhan, Dapeng Chen, Junjie Yan, Chen Change Loy, Dahua Lin .Learning to Cluster Faces on an Affinity Graph .[J] arXiv preprint arXiv:1904.02749.
Makarand Tapaswi, Marc T. Law, Sanja Fidler .Video Face Clustering with Unknown Number of Clusters .[J] arXiv preprint arXiv:1908.03381.
Lei Yang, Dapeng Chen, Xiaohang Zhan, Rui Zhao, Chen Change Loy, Dahua Lin .Learning to Cluster Faces via Confidence and Connectivity Estimation [J]. arXiv preprint arXiv:2004.00445.
Prakhar Kulshreshtha, Tanaya Guha .Dynamic Character Graph via Online Face Clustering for Movie Analysis [J]. arXiv preprint arXiv:2007.14913.
Krishna Somandepalli, Rajat Hebbar, Shrikanth Narayanan .Multi-Face: Self-supervised Multiview Adaptation for Robust Face Clustering in Videos [J]. arXiv preprint arXiv:2008.11289.
Paulo R. C. Mendes, Eduardo S. Vieira, Álan L. V. Guedes, Antonio J. G. Busson, Sérgio Colcher .A Clustering-Based Method for Automatic Educational Video Recommendation Using Deep Face-Features of Lecturers [J]. arXiv preprint arXiv:2010.04676.

Face Super-Resolution && Face Deblurring && Face Hallucination

Reuben Farrugia, Christine Guillemot .Face Hallucination using Linear Models of Coupled Sparse Support .[J] arXiv preprint arXiv:1512.06009.
Shizhan Zhu, Sifei Liu, Chen Change Loy, Xiaoou Tang .Deep Cascaded Bi-Network for Face Hallucination .[J] arXiv preprint arXiv:1607.05046.
Shanjun Mao, Yiping Zhang, Zhihong Zhang, Da Zhou .A Boosting Method to Face Image Super-resolution .[J] arXiv preprint arXiv:1609.01805.
Jose Lezama, Qiang Qiu, Guillermo Sapiro .Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-spectral Hallucination and Low-rank Embedding .[J] arXiv preprint arXiv:1611.06638.
Grigorios G. Chrysos, Stefanos Zafeiriou .Deep Face Deblurring .[J] arXiv preprint arXiv:1704.08772.
Zhimin Chen, Yuguang Tong .Face Super-Resolution Through Wasserstein GANs .[J] arXiv preprint arXiv:1705.02438.
Yibing Song, Jiawei Zhang, Shengfeng He, Linchao Bao, Qingxiong Yang .Learning to Hallucinate Face Images via Component Generation and Enhancement .[J] arXiv preprint arXiv:1708.00223.
Qingxing Cao, Liang Lin, Yukai Shi, Xiaodan Liang, Guanbin Li .Attention-Aware Face Hallucination via Deep Reinforcement Learning .[J] arXiv preprint arXiv:1708.03132.
E. Ustinova, V. Lempitsky .Deep multi-frame face super-resolution .[J] arXiv preprint arXiv:1709.03196.
Lingxiao Wang, Yali Li, Shengjin Wang .DeepDeblur: Fast one-step blurry face images restoration .[J] arXiv preprint arXiv:1711.09515.
Yu Chen, Ying Tai, Xiaoming Liu, Chunhua Shen, Jian Yang .FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors .[J] arXiv preprint arXiv:1711.10703.
Adrian Bulat, Georgios Tzimiropoulos .Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs .[J] arXiv preprint arXiv:1712.02765.
.Motion deblurring of faces .[J] arXiv preprint arXiv:1803.03330.
.Deep Semantic Face Deblurring .[J] arXiv preprint arXiv:1803.03345.
Klemen Grm, Simon Dobrišek, Walter J. Scheirer, Vitomir Štruc .Face hallucination using cascaded super-resolution and identity priors .[J] arXiv preprint arXiv:1805.10938.
Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma .Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination .[J] arXiv preprint arXiv:1806.10726.
Chih-Chung Hsu, Chia-Wen Lin, Weng-Tai Su, Gene Cheung .SiGAN: Siamese Generative Adversarial Network for Identity-Preserving Face Hallucination .[J] arXiv preprint arXiv:1807.08370.
Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Akiko Aizawa, Kiyoharu Aizawa .Context-Patch Face Hallucination Based on Thresholding Locality-constrained Representation and Reproducing Learning .[J] arXiv preprint arXiv:1809.00665.
Shu Liang, Ira Kemelmacher-Shlizerman, Linda G. Shapiro .3D Face Hallucination from a Single Depth Frame .[J] arXiv preprint arXiv:1809.04764.
Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston H. Hsu, Yu Qiao, Wei Liu, Tong Zhang .Super-Identity Convolutional Neural Network for Face Hallucination .[J] arXiv preprint arXiv:1811.02328.
Lianping Yang, Bin Shao, Ting Sun, Song Ding, Xiangde Zhang .Hallucinating very low-resolution and obscured face images .[J] arXiv preprint arXiv:1811.04645.
Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn .On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs .[J] arXiv preprint arXiv:1811.07104.
Yibing Song, Jiawei Zhang, Lijun Gong, Shengfeng He, Linchao Bao, Jinshan Pan, Qingxiong Yang, Ming-Hsuan Yang .Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement .[J] arXiv preprint arXiv:1811.09019.
Klemen Grm, Martin Pernuš, Leo Cluzel, Walter Scheirer, Simon Dobrišek, Vitomir Štruc .Face Hallucination Revisited: An Exploratory Study on Dataset Bias .[J] arXiv preprint arXiv:1812.09010.
Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Alex C. Kot .Face Image Reflection Removal .[J] arXiv preprint arXiv:1903.00865.
Esra Ataer-Cansizoglu, Michael Jones, Ziming Zhang, Alan Sullivan .Verification of Very Low-Resolution Faces Using An Identity-Preserving Deep Face Super-Resolution Network .[J] arXiv preprint arXiv:1903.10974.
Yukai Shi, Guanbin Li, Qingxing Cao, Keze Wang, Liang Lin .Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning .[J] arXiv preprint arXiv:1905.01509.
Berk Dogan, Shuhang Gu, Radu Timofte .Exemplar Guided Face Image Super-Resolution without Facial Landmarks .[J] arXiv preprint arXiv:1906.07078.
Rajeev Yasarla (Student Member, IEEE), Federico Perazzi (Member, IEEE), Vishal M. Patel (Senior Member, IEEE) .Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks .[J] arXiv preprint arXiv:1907.13106.
Deokyun Kim, Minseon Kim, Gihyun Kwon, Dae-Shik Kim .Progressive Face Super-Resolution via Attention to Facial Landmark .[J] arXiv preprint arXiv:1908.08239.
Hadi Kazemi, Fariborz Taherkhani, Nasser M. Nasrabadi .Identity-Aware Deep Face Hallucination via Adversarial Face Verification .[J] arXiv preprint arXiv:1909.08130.
Givi Meishvili, Simon Jenni, Paolo Favaro .Learning to Have an Ear for Face Super-Resolution .[J] arXiv preprint arXiv:1909.12780.
Ratheesh Kalarot, Tao Li, Fatih Porikli .Component Attention Guided Face Super-Resolution Network: CAGFace .[J] arXiv preprint arXiv:1910.08761.
Jiancheng Cai, Hu Han, Shiguang Shan, Xilin Chen.FCSR-GAN: Joint Face Completion and Super-resolution via Multi-task Learning [J]. arXiv preprint arXiv:1911.01045
Yu Yin, Joseph P. Robinson, Yulun Zhang, Yun Fu .Joint Super-Resolution and Alignment of Tiny Faces [J]. arXiv preprint arXiv:1911.08566.
Jung Un Yun, In Kyu Park .Joint Face Super-Resolution and Deblurring Using a Generative Adversarial Network [J]. arXiv preprint arXiv:1912.10427.
Zhiyi Cheng, Xiatian Zhu, Shaogang Gong .Characteristic Regularisation for Super-Resolving Face Images [J]. arXiv preprint arXiv:1912.12987.
Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, Ming-Hsuan Yang .Deep Semantic Face Deblurring .[J] arXiv preprint arXiv:2001.06822
Yang Zhang, Ivor W.Tsang, Jun Li, Ping Liu, Xiaobo Lu, Xin Yu .Face Hallucination with Finishing Touches .[J] arXiv preprint arXiv:2002.03308
Jingwei Xin, Nannan Wang, Jie Li, Xinbo Gao, Zhifeng Li .Video Face Super-Resolution with Motion-Adaptive Feedback Cell .[J] arXiv preprint arXiv:2002.06378
Jingwei Xin, Nannan Wang, Xinrui Jiang, Jie Li, Xinbo Gao, Zhifeng Li .Facial Attribute Capsules for Noise Face Super Resolution .[J] arXiv preprint arXiv:2002.06518
Cheng Ma, Zhenyu Jiang, Yongming Rao, Jiwen Lu, Jie Zhou .Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation .[J] arXiv preprint arXiv:2003.13063
Wei Jing, Feng Tian, Jizhong Zhang, Kuo-Ming Chao, Zhenxin Hong, Xu Liu .Feature Super-Resolution Based Facial Expression Recognition for Multi-scale Low-Resolution Faces [J]. arXiv preprint arXiv:2004.02234.
Hao Dou, Chen Chen, Xiyuan Hu, Zhisen Hu, Silong Peng .PCA-SRGAN: Incremental Orthogonal Projection Discrimination for Face Super-resolution [J]. arXiv preprint arXiv:2005.00306.
Kevin W. Bowyer, Michael King, Walter Scheirer .The Criminality From Face Illusion [J]. arXiv preprint arXiv:2006.03895.
Xiaobin Hu, Wenqi Ren, John LaMaster, Xiaochun Cao, Xiaoming Li, Zechao Li, Bjoern Menze, Wei Liu .Face Super-Resolution Guided by 3D Facial Priors [J]. arXiv preprint arXiv:2007.09454.
Julien Despois, Frederic Flament, Matthieu Perrot .AgingMapGAN (AMGAN): High-Resolution Controllable Face Aging with Spatially-Aware Conditional GANs [J]. arXiv preprint arXiv:2008.10960.
Jonghyun Kim, Gen Li, Inyong Yun, Cheolkon Jung, Joongkyu Kim .Edge and Identity Preserving Network for Face Super-Resolution [J]. arXiv preprint arXiv:2008.11977.
Kaili Wang, Jose Oramas, Tinne Tuytelaars .Multiple Exemplars-based Hallucinationfor Face Super-resolution and Editing [J]. arXiv preprint arXiv:2009.07827.
Yuanzhi Wang, Tao Lu, Yu Wang, Yanduo Zhang .Face Hallucination Using Split-Attention in Split-Attention Network [J]. arXiv preprint arXiv:2010.11575.
Saurabh Goswami, Aakanksha, Rajagopalan A. N .Robust Super-Resolution of Real Faces using Smooth Features [J]. arXiv preprint arXiv:2011.02427.
Chaofeng Chen, Dihong Gong, Hao Wang, Zhifeng Li, Kwan-Yee K. Wong .Learning Spatial Attention for Face Super-Resolution [J]. arXiv preprint arXiv:2012.01211.
Junjun Jiang, Chenyang Wang, Xianming Liu, Jiayi Ma .Deep Learning-based Face Super-resolution: A Survey [J]. arXiv preprint arXiv:2101.03749.
Angelo G. Menezes .Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face Recognition [J]. arXiv preprint arXiv:2101.10845.

Face Generation && Face Synthesis && Face Completion && Face Restoration && Face De-Occlusion && Face Reenactment

2010

Santanu Halder, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu .Face Synthesis (FASY) System for Generation of a Face Image from Human Description .[J] arXiv preprint arXiv:1005.04034.
Santanu Halder, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu .Face Synthesis (FASY) System for Determining the Characteristics of a Face Image .[J] arXiv preprint arXiv:1007.00618.

2013

Shraddha S. Shinde, Prof. Anagha P. Khedkar .A Novel Scheme for Generating Secure Face Templates Using BDA .[J] arXiv preprint arXiv:1312.07511.

2014

Shraddha S. Shinde, Prof. Anagha P. Khedkar .A Novel Approach For Generating Face Template Using Bda .[J] arXiv preprint arXiv:1401.00092.

2015

Xu Yang .Face Photo Sketch Synthesis via Larger Patch and Multiresolution Spline .[J] arXiv preprint arXiv:1509.05897.

2016

Mu Li, Wangmeng Zuo, David Zhang .Convolutional Network for Attribute-driven and Identity-preserving Human Face Generation .[J] arXiv preprint arXiv:1608.06434.
Fang Zhao, Jiashi Feng, Jian Zhao, Wenhan Yang, Shuicheng Yan .Robust LSTM-Autoencoders for Face De-Occlusion in the Wild .[J] arXiv preprint arXiv:1612.08534.

2017

【DR-GAN】Tran L, Yin X, Liu X. Disentangled representation learning gan for pose-invariant face recognition[C]//CVPR. 2017, 3(6): 7.
Hardie Cate, Fahim Dalvi, Zeshan Hussain .DeepFace: Face Generation using Deep Learning .[J] arXiv preprint arXiv:1701.01876.
Nannan Wang, Xinbo Gao, Jie Li .Random Sampling for Fast Face Sketch Synthesis .[J] arXiv preprint arXiv:1701.01911.
Grigory Antipov, Moez Baccouche, Jean-Luc Dugelay .Face Aging With Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1702.01983.
Qi Guo, Ce Zhu, Zhiqiang Xia, Zhengtao Wang, Yipeng Liu .Attribute-controlled face photo synthesis from simple line drawing .[J] arXiv preprint arXiv:1702.02805.
【BEGAN】Berthelot D, Schumm T, Metz L. BEGAN: boundary equilibrium generative adversarial networks[J]. arXiv preprint arXiv:1703.10717, 2017.
【TP-GAN】Rui Huang, Shu Zhang, Tianyu Li, Ran He .Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis .[J] arXiv preprint arXiv:1704.04086.
Yijun Li, Sifei Liu, Jimei Yang, Ming-Hsuan Yang .Generative Face Completion .[J] arXiv preprint arXiv:1704.05838.
【FF-GAN】Yin X, Yu X, Sohn K, et al. Towards large-pose face frontalization in the wild[C]//Proc. ICCV. 2017: 1-10.
Sandipan Banerjee, John S. Bernhard, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn .SREFI: Synthesis of Realistic Example Face Images .[J] arXiv preprint arXiv:1704.06693.
Yongyi Lu, Yu-Wing Tai, Chi-Keung Tang .Conditional CycleGAN for Attribute Guided Face Image Generation .[J] arXiv preprint arXiv:1705.09966.
Yang Song, Zhifei Zhang, Hairong Qi .r-BTN: Cross-domain Face Composite and Synthesis from Limited Facial Patches .[J] arXiv preprint arXiv:1706.00556.
Zhigang Li, Yupin Luo .Generate Identity-Preserving Faces by Generative Adversarial Networks .[J] arXiv preprint arXiv:1706.03227.
Zhihe Lu, Zhihang Li, Jie Cao, Ran He, Zhenan Sun .Recent Progress of Face Image Synthesis .[J] arXiv preprint arXiv:1706.04717.
Huang Bin, Chen Weihai, Wu Xingming, Lin Chun-Liang .High-Quality Face Image SR Using Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1707.00737.
Sumit Shekhar, Vishal M. Patel, Rama Chellappa .Synthesis-based Robust Low Resolution Face Recognition .[J] arXiv preprint arXiv:1707.02733.
Yibing Song, Jiawei Zhang, Linchao Bao, Qingxiong Yang .Fast Preprocessing for Robust Face Sketch Synthesis .[J] arXiv preprint arXiv:1708.00224.
Behnaz Nojavanasghari, Charles. E. Hughes, Tadas Baltrusaitis, Louis-philippe Morency .Hand2Face: Automatic Synthesis and Recognition of Hand Over Face Occlusions .[J] arXiv preprint arXiv:1708.00370.
He Zhang, Vishal M. Patel, Benjamin S. Riggan, Shuowen Hu .Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces .[J] arXiv preprint arXiv:1708.02681.

2018

Xing Di, Vishal M. Patel .Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs .[J] arXiv preprint arXiv:1801.00077.
Fania Mokhayeri, Eric Granger, Guillaume-Alexandre Bilodeau .Domain-Specific Face Synthesis for Video Face Recognition from a Single Sample Per Person .[J] arXiv preprint arXiv:1801.01974.
Zeyuan Chen, Shaoliang Nie, Tianfu Wu, Christopher G. Healey. High Resolution Face Completion with Multiple Controllable Attributes via Fully End-to-End Progressive Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.07632.
Shabab Bazrafkan, Hossein Javidnia, Peter Corcoran .Face Synthesis with Landmark Points from Generative Adversarial Networks and Inverse Latent Space Mapping .[J] arXiv preprint arXiv:1802.00390.
Jie Cao, Yibo Hu, Bing Yu, Ran He, Zhenan Sun .Load Balanced GANs for Multi-view Face Image Synthesis .[J] arXiv preprint arXiv:1802.07447.
Sefik Emre Eskimez, Ross K Maddox, Chenliang Xu, Zhiyao Duan .Generating Talking Face Landmarks from Speech .[J] arXiv preprint arXiv:1803.09803.
Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua .Towards Open-Set Identity Preserving Face Synthesis .[J] arXiv preprint arXiv:1803.11182.
Deng-Ping Fan, ShengChuan Zhang, Yu-Huan Wu, Ming-Ming Cheng, Bo Ren, Rongrong Ji, Paul L Rosin .Face Sketch Synthesis Style Similarity:A New Structure Co-occurrence Texture Measure .[J] arXiv preprint arXiv:1804.02975.
Baris Gecer, Binod Bhattarai, Josef Kittler, Tae-Kyun Kim .Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model .[J] arXiv preprint arXiv:1804.03675.
Yang Song, Jingwen Zhu, Xiaolong Wang, Hairong Qi .Talking Face Generation by Conditional Recurrent Adversarial Network .[J] arXiv preprint arXiv:1804.04786.
Jianzhu Guo, Xiangyu Zhu, Zhen Lei, Stan Z. Li .Face Synthesis for Eyeglass-Robust Face Recognition .[J] arXiv preprint arXiv:1806.01196.
Evgeny Izutov .High Diversity Attribute Guided Face Generation with GANs .[J] arXiv preprint arXiv:1806.10982.
Kyungjune Baek, Duhyeon Bang, Hyunjung Shim .Editable Generative Adversarial Networks: Generating and Editing Faces Simultaneously .[J] arXiv preprint arXiv:1807.07700.
Hang Zhou, Yu Liu, Ziwei Liu, Ping Luo, Xiaogang Wang .Talking Face Generation by Adversarially Disentangled Audio-Visual Representation .[J] arXiv preprint arXiv:1807.07860.
Christopher Thomas, Adriana Kovashka .Persuasive Faces: Generating Faces in Advertisements .[J] arXiv preprint arXiv:1807.09882.
Anurag Ranjan, Timo Bolkart, Soubhik Sanyal, Michael J. Black .Generating 3D faces using Convolutional Mesh Autoencoders .[J] arXiv preprint arXiv:1807.10267.
Olivia Wiles, A. Sophia Koepke, Andrew Zisserman .X2Face: A network for controlling face generation by using images, audio, and pose codes .[J] arXiv preprint arXiv:1807.10550.
Jian Zhao, Yu Cheng, Yi Cheng, Yang Yang, Haochong Lan, Fang Zhao, Lin Xiong, Yan Xu, Jianshu Li, Sugiri Pranata, Shengmei Shen, Junliang Xing, Hengzhu Liu, Shuicheng Yan, Jiashi Feng .Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition .[J] arXiv preprint arXiv:1809.00338.
Yunfan Liu, Qi Li, Zhenan Sun .Attribute Enhanced Face Aging with Wavelet-based Generative Adversarial Networks .[J] arXiv preprint arXiv:1809.06647.
Yining Lang, Wei Liang, Yujia Wang, Lap-Fai Yu .3D Face Synthesis Driven by Personality Impression .[J] arXiv preprint arXiv:1809.10402.
Daniel Sáez Trigueros, Li Meng, Margaret Hartnett .Generating Photo-Realistic Training Data to Improve Face Recognition Accuracy .[J] arXiv preprint arXiv:1811.00112.
Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn .Fast Face Image Synthesis with Minimal Training .[J] arXiv preprint arXiv:1811.01474.
Enrique Sanchez, Michel Valstar .Triple consistency loss for pairing distributions in GAN-based face synthesis .[J] arXiv preprint arXiv:1811.03492.
Dimitrios Kollias, Shiyang Cheng, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou .Generating faces for affect analysis .[J] arXiv preprint arXiv:1811.05027.
Fei Peng, Le-bing Zhang, Min Long .FD-GAN: Face-demorphing generative adversarial network for restoring accomplice’s facial image .[J] arXiv preprint arXiv:1811.07665.
Adam Kortylewski, Andreas Schneider, Thomas Gerig, Clemens Blumer, Bernhard Egger, Corius Reyneke, Andreas Morel-Forster, Thomas Vetter .Priming Deep Neural Networks with Synthetic Faces for Enhanced Performance .[J] arXiv preprint arXiv:1811.08565.
Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Nghia Nguyen, Eric Patterson, Tien D. Bui, Ngan Le .Automatic Face Aging in Videos via Deep Reinforcement Learning .[J] arXiv preprint arXiv:1811.11082.
Yujun Shen, Bolei Zhou, Ping Luo, Xiaoou Tang .FaceFeat-GAN: a Two-Stage Approach for Identity-Preserving Face Synthesis .[J] arXiv preprint arXiv:1812.01288.
Haofu Liao, Gareth Funka-Lea, Yefeng Zheng, Jiebo Luo, S. Kevin Zhou .Face Completion with Semantic Knowledge and Collaborative Adversarial Learning .[J] arXiv preprint arXiv:1812.03252.
Chaofeng Chen, Wei Liu, Xiao Tan, Kwan-Yee K. Wong .Semi-Supervised Learning for Face Sketch Synthesis in the Wild .[J] arXiv preprint arXiv:1812.04929.
He Zhang, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M.Patel .Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks .[J] arXiv preprint arXiv:1812.05155.
Hao Zhu, Aihua Zheng, Huaibo Huang, Ran He .High-Resolution Talking Face Generation via Mutual Information Approximation .[J] arXiv preprint arXiv:1812.06589.
Xiaoming Li, Ming Liu, Jieru Zhu, Wangmeng Zuo, Meng Wang, Guosheng Hu, Lei Zhang .Learning Symmetry Consistent Deep CNNs for Face Completion .[J] arXiv preprint arXiv:1812.07741.
Rahul Dey, Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides .RankGAN: A Maximum Margin Ranking GAN for Generating Faces .[J] arXiv preprint arXiv:1812.08196.
Zhibo Chen, Jianxin Lin, Tiankuang Zhou, Feng Wu .Sequential Gating Ensemble Network for Noise Robust Multi-Scale Face Restoration .[J] arXiv preprint arXiv:1812.11834.

2019

Xing Di, He Zhang, Vishal M. Patel .Polarimetric Thermal to Visible Face Verification via Attribute Preserved Synthesis .[J] arXiv preprint arXiv:1901.00889.
Hongyu Yang, Di Huang, Yunhong Wang, Anil K. Jain .Learning Continuous Face Age Progression: A Pyramid of GANs .[J] arXiv preprint arXiv:1901.07528.
Cunjian Chen, Arun Ross .Matching Thermal to Visible Face Images Using a Semantic-Guided Generative Adversarial Network .[J] arXiv preprint arXiv:1903.00963.
Amanda Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giro-i-Nieto .Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks .[J] arXiv preprint arXiv:1903.10195.
Shiyang Cheng, Michael Bronstein, Yuxiang Zhou, Irene Kotsia, Maja Pantic, Stefanos Zafeiriou .MeshGAN: Non-linear 3D Morphable Models of Faces .[J] arXiv preprint arXiv:1903.10384.
Xin Yang, Yuezun Li, Honggang Qi, Siwei Lyu .Exposing GAN-synthesized Faces Using Landmark Locations .[J] arXiv preprint arXiv:1904.00167.
Soumya Tripathy, Juho Kannala, Esa Rahtu .ICface: Interpretable and Controllable Face Reenactment Using GANs .[J] arXiv preprint arXiv:1904.01909.
Yuxiang Zhou, Jiankang Deng, Irene Kotsia, Stefanos Zafeiriou .Dense 3D Face Decoding over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders .[J] arXiv preprint arXiv:1904.03525.
Fatemeh Shiri, Xin Yu, Fatih Porikli, Richard Hartley, Piotr Koniusz .Recovering Faces from Portraits with Auxiliary Facial Attributes .[J] arXiv preprint arXiv:1904.03612.
Fatemeh Shiri, Xin Yu, Fatih Porikli, Richard Hartley, Piotr Koniusz .Identity-preserving Face Recovery from Stylized Portraits .[J] arXiv preprint arXiv:1904.04241.
Fanzi Wu, Linchao Bao, Yajing Chen, Yonggen Ling, Yibing Song, Songnan Li, King Ngi Ngan, Wei Liu .MVF-Net: Multi-View 3D Face Morphable Model Regression .[J] arXiv preprint arXiv:1904.04473.
Luan Tran, Feng Liu, Xiaoming Liu .Towards High-fidelity Nonlinear 3D Face Morphable Model .[J] arXiv preprint arXiv:1904.04933.
Xiang Chen, Lingbo Qing, Xiaohai He, Xiaodong Luo, Yining Xu .FTGAN: A Fully-trained Generative Adversarial Networks for Text to Face Generation .[J] arXiv preprint arXiv:1904.05729.
Xiaowei Yuan, In Kyu Park .Face De-occlusion using 3D Morphable Model and Generative Adversarial Network .[J] arXiv preprint arXiv:1904.06109.
Xing Di, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel .Polarimetric Thermal to Visible Face Verification via Self-Attention Guided Synthesis .[J] arXiv preprint arXiv:1904.07344.
Abdullah Hamdi, Bernard Ghanem .IAN: Combining Generative Adversarial Networks for Imaginative Face Generation .[J] arXiv preprint arXiv:1904.07916.
Kritaphat Songsri-in, Stefanos Zafeiriou .Face Video Generation from a Single Image and Landmarks .[J] arXiv preprint arXiv:1904.11521.
Zhaoxiang Liu, Zezhou Chen, Jinqiang Bai, Shaohua Li, Shiguo Lian .Deep Learning-based Face Pose Recovery .[J] arXiv preprint arXiv:1904.13102.
Kazuya Kakizaki, Kosuke Yoshida .Adversarial Image Translation: Unrestricted Adversarial Examples in Face Recognition Systems .[J] arXiv preprint arXiv:1905.03421.
Wenqing Chu, Wei-Chih Hung, Yi-Hsuan Tsai, Deng Cai, Ming-Hsuan Yang .Weakly-supervised Caricature Face Parsing through Domain Adaptation .[J] arXiv preprint arXiv:1905.05091.
Behzad Bozorgtabar, Mohammad Saeed Rad, Hazim Kemal Ekenel, Jean-Philippe Thiran .Using Photorealistic Face Synthesis and Domain Adaptation to Improve Facial Expression Analysis .[J] arXiv preprint arXiv:1905.08090.
Mohamed Elgharib, Mallikarjun BR, Ayush Tewari, Hyeongwoo Kim, Wentao Liu, Hans-Peter Seidel, Christian Theobalt .EgoFace: Egocentric Face Performance Capture and Videorealistic Reenactment .[J] arXiv preprint arXiv:1905.10822.
Jiangning Zhang, Xianfang Zeng, Yusu Pan, Yong Liu, Yu Ding, Changjie Fan .FaceSwapNet: Landmark Guided Many-to-Many Face Reenactment .[J] arXiv preprint arXiv:1905.11805.
Joe Mathai, Iacopo Masi, Wael AbdAlmageed .Does Generative Face Completion Help Face Recognition? .[J] arXiv preprint arXiv:1906.02858.
Yuezun Li, Xin Yang, Baoyuan Wu, Siwei Lyu .Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations .[J] arXiv preprint arXiv:1906.09288.
Hanxiang Hao, David Güera, Amy R. Reibman, Edward J. Delp .A Utility-Preserving GAN for Face Obscuration .[J] arXiv preprint arXiv:1906.11979.
Ruizheng Wu, Xiaodong Gu, Xin Tao, Xiaoyong Shen, Yu-Wing Tai, Jiaya Jia .Landmark Assisted CycleGAN for Cartoon Face Generation .[J] arXiv preprint arXiv:1907.01424.
Yunxuan Zhang, Siwei Zhang, Yue He, Cheng Li, Chen Change Loy, Ziwei Liu .One-shot Face Reenactment .[J] arXiv preprint arXiv:1908.03251.
Debayan Deb, Jianbang Zhang, Anil K. Jain .AdvFaces: Adversarial Face Synthesis .[J] arXiv preprint arXiv:1908.05008.
Yifu Chen, Zongsheng Wang, Bowen Wu, Mengyuan Li, Huan Zhang, Lin Ma, Feng Liu, Qihang Feng, Baoxun Wang .MemeFaceGenerator: Adversarial Synthesis of Chinese Meme-face from Natural Sentences .[J] arXiv preprint arXiv:1908.05138.
Yuval Nirkin, Yosi Keller, Tal Hassner .FSGAN: Subject Agnostic Face Swapping and Reenactment .[J] arXiv preprint arXiv:1908.05932.
Zhaoxiang Liu, Huan Hu, Zipeng Wang, Kai Wang, Jinqiang Bai, Shiguo Lian .Video synthesis of human upper body with realistic face .[J] arXiv preprint arXiv:1908.06607.
Evangelos Ververas, Stefanos Zafeiriou .SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters .[J] arXiv preprint arXiv:1908.09638.
Baris Gecer, Alexander Lattas, Stylianos Ploumpis, Jiankang Deng, Athanasios Papaioannou, Stylianos Moschoglou, Stefanos Zafeiriou .Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks .[J] arXiv preprint arXiv:1909.02215.
Kimia Dinashi, Ramin Toosi, Mohammad Ali Akhaee .Face Manifold: Manifold Learning for Synthetic Face Generation .[J] arXiv preprint arXiv:1910.01403.
Yuhang Li, Xuejin Chen, Feng Wu, Zheng-Jun Zha .LinesToFacePhoto: Face Photo Generation from Lines with Conditional Self-Attention Generative Adversarial Network .[J] arXiv preprint arXiv:1910.08914.
Naser Damer, Fadi Boutros, Khawla Mallat, Florian Kirchbuchner, Jean-Luc Dugelay, Arjan Kuijper .Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures .[J] arXiv preprint arXiv:1910.09524.
Fania Mokhayeri, Kaveh Kamali, Eric Granger .Cross-Domain Face Synthesis using a Controllable GAN .[J] arXiv preprint arXiv:1910.14247.
Weihao Xia, Yujiu Yang, Jing-Hao Xue.Cali-Sketch: Stroke Calibration and Completion for High-Quality Face Image Generation from Poorly-Drawn Sketches [J]. arXiv preprint arXiv:1911.00426
Yunfan Liu, Qi Li, Zhenan Sun, Tieniu Tan .A3GAN: An Attribute-aware Attentive Generative Adversarial Network for Face Aging [J]. arXiv preprint arXiv:1911.06531.
Pengyu Gao, Siyu Xia, Joseph Robinson, Junkang Zhang, Chao Xia, Ming Shao, Yun Fu .What Will Your Child Look Like? DNA-Net: Age and Gender Aware Kin Face Synthesizer [J]. arXiv preprint arXiv:1911.07014.
Debayan Deb, Divyansh Aggarwal, Anil K. Jain .Finding Missing Children: Aging Deep Face Features [J]. arXiv preprint arXiv:1911.07538.
Sungjoo Ha, Martin Kersner, Beomsu Kim, Seokjun Seo, Dongyoung Kim .MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets [J]. arXiv preprint arXiv:1911.08139.
Osaid Rehman Nasir, Shailesh Kumar Jha, Manraj Singh Grover, Yi Yu, Ajit Kumar, Rajiv Ratn Shah .Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions [J]. arXiv preprint arXiv:1911.11378.
Yang Yang, Xiaojie Guo, Jiayi Ma, Lin Ma, Haibin Ling .LaFIn: Generative Landmark Guided Face Inpainting [J]. arXiv preprint arXiv:1911.11394.

2020

Hamed Alqahtani .PI-GAN: Learning Pose Independent representations for multiple profile face synthesis .[J] arXiv preprint arXiv:2001.00645
Prabhat Kumar, Mayank Vatsa, Richa Singh .Detecting Face2Face Facial Reenactment in Videos .[J] arXiv preprint arXiv:2001.07444
Xian Zhang, Xin Wang, Bin Kong, Youbing Yin, Qi Song, Siwei Lyu, Jiancheng Lv, Canghong Shi, Xiaojie Li .Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting .[J] arXiv preprint arXiv:2002.02909
Ran Yi, Zipeng Ye, Juyong Zhang, Hujun Bao, Yong-Jin Liu .Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose .[J] arXiv preprint arXiv:2002.10137
Yang Zhang, Ivor Tsang, Yawei Luo, Changhui Hu, Xiaobo Lu, Xin Yu .Copy and Paste GAN: Face Hallucination from Shaded Thumbnails .[J] arXiv preprint arXiv:2002.10650
Yong Zhang, Le Li, Zhilei Liu, Baoyuan Wu, Yanbo Fan, Zhifeng Li .Controllable Descendant Face Synthesis .[J] arXiv preprint arXiv:2002.11376
Zhilei Liu, Yunpeng Wu, Le Li, Cuicui Zhang, Baoyuan Wu .Joint Face Completion and Super-resolution using Multi-scale Feature Relation Learning .[J] arXiv preprint arXiv:2003.00255
Chao Yang, Ser-Nam Lim .One-Shot Domain Adaptation For Face Generation .[J] arXiv preprint arXiv:2003.12869
Xianfang Zeng, Yusu Pan, Mengmeng Wang, Jiangning Zhang, Yong Liu .Realistic Face Reenactment via Self-Supervised Disentangling of Identity and Pose .[J] arXiv preprint arXiv:2003.12957
Ivan Kosarevych, Marian Petruk, Markian Kostiv, Orest Kupyn, Mykola Maksymenko, Volodymyr Budzan .ActGAN: Flexible and Efficient One-shot Face Reenactment .[J] arXiv preprint arXiv:2003.13840
Tong Zhou, Changxing Ding, Shaowen Lin, Xinchao Wang, Dacheng Tao .Learning Oracle Attention for High-fidelity Face Completion .[J] arXiv preprint arXiv:2003.13903
Julia Gong (1), Yannick Hold-Geoffroy (2), Jingwan Lu (2) ((1) Stanford University, (2) Adobe Research) .AutoToon: Automatic Geometric Warping for Face Cartoon Generation [J]. arXiv preprint arXiv:2004.02377.
Hyeong-Seok Choi, Changdae Park, Kyogu Lee .From Inference to Generation: End-to-end Fully Self-supervised Generation of Human Face from Speech [J]. arXiv preprint arXiv:2004.05830.
Enrique Sanchez, Michel Valstar .A recurrent cycle consistency loss for progressive face-to-face synthesis [J]. arXiv preprint arXiv:2004.07165.
Yu Deng, Jiaolong Yang, Dong Chen, Fang Wen, Xin Tong .Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning [J]. arXiv preprint arXiv:2004.11660.
Jiangning Zhang, Liang Liu, Zhucun Xue, Yong Liu .APB2Face: Audio-guided face reenactment with auxiliary pose and blink signals [J]. arXiv preprint arXiv:2004.14569.
Marek Kowalski, Stephan J. Garbin, Virginia Estellers, Tadas Baltrušaitis, Matthew Johnson, Jamie Shotton .CONFIG: Controllable Neural Face Image Generation [J]. arXiv preprint arXiv:2005.02671.
Lingbo Yang, Chang Liu, Pan Wang, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao .HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment [J]. arXiv preprint arXiv:2005.05005.
Hanxiang Hao, Sriram Baireddy, Amy R. Reibman, Edward J. Delp .FaR-GAN for One-Shot Face Reenactment [J]. arXiv preprint arXiv:2005.06402.
Sanjana Sinha, Sandika Biswas, Brojeshwar Bhowmick .Identity-Preserving Realistic Talking Face Generation [J]. arXiv preprint arXiv:2005.12318.
Shu-Yu Chen, Wanchao Su, Lin Gao, Shihong Xia, Hongbo Fu .Deep Generation of Face Images from Sketches [J]. arXiv preprint arXiv:2006.01047.
Dogucan Yaman, Fevziye Irem Eyiokur, Hazım Kemal Ekenel .Ear2Face: Deep Biometric Modality Mapping [J]. arXiv preprint arXiv:2006.01943.
Yeqi Bai, Tao Ma, Lipo Wang, Zhenjie Zhang .Speech Fusion to Face: Bridging the Gap Between Human’s Vocal Characteristics and Facial Imaging [J]. arXiv preprint arXiv:2006.05888.
Tianren Wang, Teng Zhang, Brian Lovell .Faces à la Carte: Text-to-Face Generation via Attribute Disentanglement [J]. arXiv preprint arXiv:2006.07606.
Chelhwon Kim, Andrew Port, Mitesh Patel .Face-to-Music Translation Using a Distance-Preserving Generative Adversarial Network with an Auxiliary Discriminator [J]. arXiv preprint arXiv:2006.13469.
Haoyi Wang, Victor Sanchez, Chang-Tsun Li .Age-Oriented Face Synthesis with Conditional Discriminator Pool and Adversarial Triplet Loss [J]. arXiv preprint arXiv:2007.00792.
Jianrong Wang, Xiaosheng Hu, Li Liu, Wei Liu, Mei Yu, Tianyi Xu .Attention-based Residual Speech Portrait Model for Speech to Face Generation [J]. arXiv preprint arXiv:2007.04536.
Tadas Baltrusaitis, Erroll Wood, Virginia Estellers, Charlie Hewitt, Sebastian Dziadzio, Marek Kowalski, Matthew Johnson, Thomas J. Cashman, Jamie Shotton .A high fidelity synthetic face framework for computer vision [J]. arXiv preprint arXiv:2007.08364.
Rajeev Yasarla, Vishal M Patel .Learning to Restore a Single Face Image Degraded by Atmospheric Turbulence using CNNs [J]. arXiv preprint arXiv:2007.08404.
Nan Zhuang, Cheng Yang .Few-shot Knowledge Transfer for Fine-grained Cartoon Face Generation [J]. arXiv preprint arXiv:2007.13332.
Anton Razzhigaev, Klim Kireev, Edgar Kaziakhmedov, Nurislam Tursynbek, Aleksandr Petiushko .Black-Box Face Recovery from Identity Features [J]. arXiv preprint arXiv:2007.13635.
Justus Thies, Michael Zollhöfer, Marc Stamminger, Christian Theobalt, Matthias Nießner .Face2Face: Real-time Face Capture and Reenactment of RGB Videos [J]. arXiv preprint arXiv:2007.14808.
Xiaoming Li, Chaofeng Chen, Shangchen Zhou, Xianhui Lin, Wangmeng Zuo, Lei Zhang .Blind Face Restoration via Deep Multi-scale Component Dictionaries [J]. arXiv preprint arXiv:2008.00418.
Yanhui Guo, Xi Zhang, Xiaolin Wu .Deep Multi-modality Soft-decoding of Very Low Bit-rate Face Videos [J]. arXiv preprint arXiv:2008.01652.
Sefik Emre Eskimez, You Zhang, Zhiyao Duan .Speech Driven Talking Face Generation from a Single Image and an Emotion Condition [J]. arXiv preprint arXiv:2008.03592.
Yuxiang Wei, Ming Liu, Haolin Wang, Ruifeng Zhu, Guosheng Hu, Wangmeng Zuo .Learning Flow-based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision [J]. arXiv preprint arXiv:2008.06843.
Tianyang Shi (1), Zhengxia Zou (2), Yi Yuan (1), Changjie Fan (1) ((1) NetEase Fuxi AI Lab, (2) University of Michigan) .Fast and Robust Face-to-Parameter Translation for Game Character Auto-Creation [J]. arXiv preprint arXiv:2008.07132.
Tianyang Shi (1), Zhengxia Zou (2), Xinhui Song (1), Zheng Song (1), Changjian Gu (1), Changjie Fan (1), Yi Yuan (1) ((1) NetEase Fuxi AI Lab, (2) University of Michigan) .Neutral Face Game Character Auto-Creation via PokerFace-GAN [J]. arXiv preprint arXiv:2008.07154.
Guangming Yao, Yi Yuan, Tianjia Shao, Kun Zhou .Mesh Guided One-shot Face Reenactment using Graph Convolutional Networks [J]. arXiv preprint arXiv:2008.07783.
Yu-Hui Lee, Shang-Hong Lai .ByeGlassesGAN: Identity Preserving Eyeglasses Removal for Face Images [J]. arXiv preprint arXiv:2008.11042.
Yuhang Li, Xuejin Chen, Binxin Yang, Zihan Chen, Zhihua Cheng, Zheng-Jun Zha .DeepFacePencil: Creating Face Images from Freehand Sketches [J]. arXiv preprint arXiv:2008.13343.
Partha Ghosh, Pravir Singh Gupta, Roy Uziel, Anurag Ranjan, Michael Black, Timo Bolkart .GIF: Generative Interpretable Faces [J]. arXiv preprint arXiv:2009.00149.
Nicky Bayat, Vahid Reza Khazaie, Yalda Mohsenzadeh .Inverse mapping of face GANs [J]. arXiv preprint arXiv:2009.05671.
Chaofeng Chen, Xiao Tan, Kwan-Yee K. Wong .Face Sketch Synthesis with Style Transfer using Pyramid Column Feature [J]. arXiv preprint arXiv:2009.08679.
Chaofeng Chen, Xiaoming Li, Lingbo Yang, Xianhui Lin, Lei Zhang, Kwan-Yee K. Wong .Progressive Semantic-Aware Style Transformation for Blind Face Restoration [J]. arXiv preprint arXiv:2009.08709.
Wolfgang Paier, Anna Hilsmann, Peter Eisert .Neural Face Models for Example-Based Visual Speech Synthesis [J]. arXiv preprint arXiv:2009.10361.
Shu Hu, Yuezun Li, Siwei Lyu .Exposing GAN-generated Faces Using Inconsistent Corneal Specular Highlights [J]. arXiv preprint arXiv:2009.11924.
Lingbo Yang, Pan Wang, Zhanning Gao, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao .Implicit Subspace Prior Learning for Dual-Blind Face Restoration [J]. arXiv preprint arXiv:2010.05508.
Jiangning Zhang, Xianfang Zeng, Chao Xu, Jun Chen, Yong Liu, Yunliang Jiang .APB2FaceV2: Real-Time Audio-Guided Multi-Face Reenactment [J]. arXiv preprint arXiv:2010.13017.
Soumya Tripathy, Juho Kannala, Esa Rahtu .FACEGAN: Facial Attribute Controllable rEenactment GAN [J]. arXiv preprint arXiv:2011.04439.
Pu Sun, Yuezun Li, Honggang Qi, Siwei Lyu .LandmarkGAN: Synthesizing Faces from Landmarks [J]. arXiv preprint arXiv:2011.00269.
Yao Xiao, Yijun Zhao .Enhance Gender and Identity Preservation in Face Aging Simulation for Infants and Toddlers [J]. arXiv preprint arXiv:2011.07431.
Ravindra Yadav, Ashish Sardana, Vinay P Namboodiri, Rajesh M Hegde .Stochastic Talking Face Generation Using Latent Distribution Matching [J]. arXiv preprint arXiv:2011.10727.
Yan Yang, Md Zakir Hossain, Tom Gedeon, Shafin Rahman .S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation [J]. arXiv preprint arXiv:2011.14785.
Zheng Yuan, Jie Zhang, Shiguang Shan, Xilin Chen .Attributes Aware Face Generation with Generative Adversarial Networks [J]. arXiv preprint arXiv:2012.01782.
Zhizhong Huang, Shouzhen Chen, Junping Zhang, Hongming Shan .PFA-GAN: Progressive Face Aging with Generative Adversarial Network [J]. arXiv preprint arXiv:2012.03459.
Yu Yin, Joseph P. Robinson, Songyao Jiang, Yue Bai, Can Qin, Yun Fu .SuperFront: From Low-resolution to High-resolution Frontal Face Synthesis [J]. arXiv preprint arXiv:2012.04111.
Nataniel Ruiz, Barry-John Theobald, Anurag Ranjan, Ahmed Hussein Abdelaziz, Nicholas Apostoloff .MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias [J]. arXiv preprint arXiv:2012.05225.

2021

Xintao Wang, Yu Li, Honglun Zhang, Ying Shan .Towards Real-World Blind Face Restoration with Generative Facial Prior [J]. arXiv preprint arXiv:2101.04061.

Face Transfer && Face Editing

Long Zhao, Fangda Han, Mubbasir Kapadia, Vladimir Pavlovic, Dimitris Metaxas .Sketch-based Face Editing in Video Using Identity Deformation Transfer .[J] arXiv preprint arXiv:1703.08738.
Runze Xu, Zhiming Zhou, Weinan Zhang, Yong Yu .Face Transfer with Generative Adversarial Network .[J] arXiv preprint arXiv:1710.06090.
Taihong Xiao, Jiapeng Hong, Jinwen Ma .ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes .[J] arXiv preprint arXiv:1803.10562.
Wayne Wu, Yunxuan Zhang, Cheng Li, Chen Qian, Chen Change Loy .ReenactGAN: Learning to Reenact Faces via Boundary Transfer .[J] arXiv preprint arXiv:1807.11079.
Hang Chu, Daiqing Li, Sanja Fidler .A Face-to-Face Neural Conversation Model .[J] arXiv preprint arXiv:1812.01525.
WenTing Chen, Xinpeng Xie, Xi Jia, Linlin Shen .Texture Deformation Based Generative Adversarial Networks for Face Editing .[J] arXiv preprint arXiv:1812.09832.
Matteo Fabbri, Guido Borghi, Fabio Lanzi, Roberto Vezzani, Simone Calderara, Rita Cucchiara .Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face .[J] arXiv preprint arXiv:1901.08101.
Yuezun Li, Siwei Lyu .De-identification without losing faces .[J] arXiv preprint arXiv:1902.04202.
Zhenglin Geng, Chen Cao, Sergey Tulyakov .3D Guided Fine-Grained Face Manipulation .[J] arXiv preprint arXiv:1902.08900.
Youngjoo Jo, Jongyoul Park .SC-FEGAN: Face Editing Generative Adversarial Network with User’s Sketch and Color .[J] arXiv preprint arXiv:1902.06838.
Jizhe Zhou, Chi-Man Pun, YingYu Wang .Personal Privacy Filtering via Face Pixelation in Live Video Streaming .[J] arXiv preprint arXiv:1903.10836.
Chaoyou Fu, Yibo Hu, Xiang Wu, Guoli Wang, Qian Zhang, Ran He .High Fidelity Face Manipulation with Extreme Pose and Expression .[J] arXiv preprint arXiv:1903.12003.
Sen-Zhe Xu, Hao-Zhi Huang, Shi-Min Hu, Wei Liu .FaceShapeGene: A Disentangled Shape Representation for Flexible Face Image Editing .[J] arXiv preprint arXiv:1905.01920.
Yujun Shen, Jinjin Gu, Xiaoou Tang, Bolei Zhou .Interpreting the Latent Space of GANs for Semantic Face Editing .[J] arXiv preprint arXiv:1907.10786.
Defa Zhu, Si Liu, Wentao Jiang, Chen Gao, Tianyi Wu, Guodong Guo .UGAN: Untraceable GAN for Multi-Domain Face Translation .[J] arXiv preprint arXiv:1907.11418.
Shengju Qian, Kwan-Yee Lin, Wayne Wu, Yangxiaokang Liu, Quan Wang, Fumin Shen, Chen Qian, Ran He .Make a Face: Towards Arbitrary High Fidelity Face Manipulation .[J] arXiv preprint arXiv:1908.07191.
Zezhou Chen, Zhaoxiang Liu, Huan Hu, Jinqiang Bai, Shiguo Lian, Fuyuan Shi, Kai Wang .A Realistic Face-to-Face Conversation System based on Deep Neural Networks .[J] arXiv preprint arXiv:1908.07750.
Tianyang Shi (1), Yi Yuan (1), Changjie Fan (1), Zhengxia Zou (2), Zhenwei Shi (3), Yong Liu (4) ((1) NetEase Fuxi AI Lab, (2) University of Michigan, (3) Beihang University, (4) Zhejiang University) .Face-to-Parameter Translation for Game Character Auto-Creation .[J] arXiv preprint arXiv:1909.01064.
Zipeng Wang, Zhaoxiang Liu, Jianfeng Huang, Shiguo Lian, Yimin Lin .How Old Are You? Face Age Translation with Identity Preservation Using GANs .[J] arXiv preprint arXiv:1909.04988.
Xudong Liu, Ruizhe Wang, Chih-Fan Chen, Minglei Yin, Hao Peng, Shukhan Ng, Xin Li .Face Beautification: Beyond Makeup Transfer [J]. arXiv preprint arXiv:1912.03630.
Haien Zeng, Hanjiang Lai, Jian Yin .Controllable Face Aging [J]. arXiv preprint arXiv:1912.09694.
Yu Yin, Songyao Jiang, Joseph P. Robinson, Yun Fu .Dual-Attention GAN for Large-Pose Face Frontalization .[J] arXiv preprint arXiv:2002.07227
Prajwal K R, Rudrabha Mukhopadhyay, Jerin Philip, Abhishek Jha, Vinay Namboodiri, C.V. Jawahar .Towards Automatic Face-to-Face Translation .[J] arXiv preprint arXiv:2003.00418
Hang Zhou, Jihao Liu, Ziwei Liu, Yu Liu, Xiaogang Wang .Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images .[J] arXiv preprint arXiv:2003.08124
Xu Yao, Gilles Puy, Alasdair Newson, Yann Gousseau, Pierre Hellier .High Resolution Face Age Editing [J]. arXiv preprint arXiv:2005.04410.
Qiyao Deng, Jie Cao, Yunfan Liu, Zhenhua Chai, Qi Li, Zhenan Sun .Reference Guided Face Component Editing [J]. arXiv preprint arXiv:2006.02051.
Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic .Enhancing Facial Data Diversity with Style-based Face Aging [J]. arXiv preprint arXiv:2006.03985.
Yi Wei, Zhe Gan, Wenbo Li, Siwei Lyu, Ming-Ching Chang, Lei Zhang, Jianfeng Gao, Pengchuan Zhang .MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network [J]. arXiv preprint arXiv:2010.01424.
Kanglin Liu, Gaofeng Cao, Fei Zhou, Bozhi Liu, Jiang Duan, Guoping Qiu .Disentangling Latent Space for Unsupervised Semantic Face Editing [J]. arXiv preprint arXiv:2011.02638.
Jeong-gi Kwak, David K. Han, Hanseok Ko .CAFE-GAN: Arbitrary Face Attribute Editing with Complementary Attention Feature [J]. arXiv preprint arXiv:2011.11900.
Sunhee Hwang, Sungho Park, Dohyung Kim, Mirae Do, Hyeran Byun .FairFaceGAN: Fairness-aware Facial Image-to-Image Translation [J]. arXiv preprint arXiv:2012.00282.
Xianxu Hou, Xiaokang Zhang, Linlin Shen, Zhihui Lai, Jun Wan .GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing [J]. arXiv preprint arXiv:2012.11856.

Face Swapping

Sao Mai Nguyen (INRIA Bordeaux - Sud-Ouest), Masaki Ogino, Minoru Asada .Real-time face swapping as a tool for understanding infant self-recognition .[J] arXiv preprint arXiv:1112.02095.
Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis .Fast Face-swap Using Convolutional Neural Networks .[J] arXiv preprint arXiv:1611.09577.
Yuval Nirkin, Iacopo Masi, Anh Tuan Tran, Tal Hassner, Gerard Medioni .On Face Segmentation, Face Swapping, and Face Perception .[J] arXiv preprint arXiv:1704.06729.
Ryota Natsume, Tatsuya Yatagawa, Shigeo Morishima .RSGAN: Face Swapping and Editing using Face and Hair Representation in Latent Spaces .[J] arXiv preprint arXiv:1804.03447.
Ryota Natsume, Tatsuya Yatagawa, Shigeo Morishima .FSNet: An Identity-Aware Generative Model for Image-based Face Swapping .[J] arXiv preprint arXiv:1811.12666.
Xinyi Ding, Zohreh Raziei, Eric C. Larson, Eli V. Olinick, Paul Krueger, Michael Hahsler .Swapped Face Detection using Deep Learning and Subjective Assessment .[J] arXiv preprint arXiv:1909.04217.
Lingzhi Li, Jianmin Bao, Hao Yang, Dong Chen, Fang Wen .FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping [J]. arXiv preprint arXiv:1912.13457.
Ivan Perov, Daiheng Gao, Nikolay Chervoniy, Kunlin Liu, Sugasa Marangonda, Chris Umé, Mr. Dpfks, Carl Shift Facenheim, Luis RP, Jian Jiang, Sheng Zhang, Pingyu Wu, Bo Zhou, Weiming Zhang .DeepFaceLab: A simple, flexible and extensible face swapping framework [J]. arXiv preprint arXiv:2005.05535.

Face Anti-Spoofing && Face Attack

Saptarshi Chakraborty, Dhrubajyoti Das .An Overview of Face Liveness Detection .[J] arXiv preprint arXiv:1405.02227.
Jianwei Yang, Zhen Lei, Stan Z. Li .Learn Convolutional Neural Network for Face Anti-Spoofing .[J] arXiv preprint arXiv:1408.05601.
Zinelabidine Boulkenafet, Jukka Komulainen, Abdenour Hadid .face anti-spoofing based on color texture analysis .[J] arXiv preprint arXiv:1511.06316.
Changyong Yu, Yunde Jia .Anisotropic Diffusion-based Kernel Matrix Model for Face Liveness Detection .[J] arXiv preprint arXiv:1707.02692.
Di Tang, Zhe Zhou, Yinqian Zhang, Kehuan Zhang .Face Flashing: a Secure Liveness Detection Protocol based on Light Reflections .[J] arXiv preprint arXiv:1801.01949.
Yaojie Liu, Amin Jourabloo, Xiaoming Liu .Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision .[J] arXiv preprint arXiv:1803.11097.
Amin Jourabloo, Yaojie Liu, Xiaoming Liu .Face De-Spoofing: Anti-Spoofing via Noise Modeling .[J] arXiv preprint arXiv:1807.09968.
Meng Shen, Zelin Liao, Liehuang Zhu, Rashid Mijumbi, Xiaojiang Du, Jiankun Hu .IriTrack: Liveness Detection Using Irises Tracking for Preventing Face Spoofing Attacks .[J] arXiv preprint arXiv:1810.03323.
Jiaxu Zuo, Tom Gedeon, Zhenyue Qin .Your Eyes Say You’re Lying: An Eye Movement Pattern Analysis for Face Familiarity and Deceptive Cognition .[J] arXiv preprint arXiv:1811.03401.
Zezheng Wang, Chenxu Zhao, Yunxiao Qin, Qiusheng Zhou, Zhen Lei .Exploiting temporal and depth information for multi-frame face anti-spoofing .[J] arXiv preprint arXiv:1811.05118.
Wei Hu, Gusi Te, Ju He, Dong Chen, Zongming Guo .Exploring Hypergraph Representation on Face Anti-spoofing Beyond 2D Attacks .[J] arXiv preprint arXiv:1811.11594.
Qing Song, Yingqi Wu, Lu Yang .Attacks on State-of-the-Art Face Recognition using Attentional Adversarial Attack Generative Network .[J] arXiv preprint arXiv:1811.12026.
【Dataset】Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li .CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing .[J] arXiv preprint arXiv:1812.00408.
Jianzhu Guo, Xiangyu Zhu, Jinchuan Xiao, Zhen Lei, Genxun Wan, Stan Z. Li .Improving Face Anti-Spoofing by 3D Virtual Synthesis .[J] arXiv preprint arXiv:1901.00488.
Xiaoguang Tu, Jian Zhao, Mei Xie, Guodong Du, Hengsheng Zhang, Jianshu Li, Zheng Ma, Jiashi Feng .Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing .[J] arXiv preprint arXiv:1901.05602.
Xiaoguang Tu, Hengsheng Zhang, Mei Xie, Yao Luo, Yuefei Zhang, Zheng Ma .Deep Transfer Across Domains for Face Anti-spoofing .[J] arXiv preprint arXiv:1901.05633.
Xiaoguang Tu, Hengsheng Zhang, Mei Xie, Yao Luo, Yuefei Zhang, Zheng Ma .Enhance the Motion Cues for Face Anti-Spoofing using CNN-LSTM Architecture .[J] arXiv preprint arXiv:1901.05635.
Rodrigo Bresan, Allan Pinto, Anderson Rocha, Carlos Beluzo, Tiago Carvalho .FaceSpoof Buster: a Presentation Attack Detector Based on Intrinsic Image Properties and Deep Learning .[J] arXiv preprint arXiv:1902.02845.
Yao Liu, Ying Tai, Jilin Li, Shouhong Ding, Chengjie Wang, Feiyue Huang, Dongyang Li, Wenshuai Qi, Rongrong Ji .Aurora Guard: Real-Time Face Anti-Spoofing via Light Reflection .[J] arXiv preprint arXiv:1902.10311.
Zuheng Ming, Junshi Xia, Muhammad Muzzamil Luqman, Jean-Christophe Burie, Kaixing Zhao .FaceLiveNet+: A Holistic Networks For Face Authentication Based On Dynamic Multi-task Convolutional Neural Networks .[J] arXiv preprint arXiv:1902.11179.
Huiling Hao, Mingtao Pei .Face Liveness Detection Based on Client Identity Using Siamese Network .[J] arXiv preprint arXiv:1903.05369.
Lei Li, Zhaoqiang Xia, Xiaoyue Jiang, Yupeng Ma, Fabio Roli, Xiaoyi Feng .3D Face Mask Presentation Attack Detection Based on Intrinsic Image Analysis .[J] arXiv preprint arXiv:1903.11303.
Yaojie Liu, Joel Stehouwer, Amin Jourabloo, Xiaoming Liu .Deep Tree Learning for Zero-shot Face Anti-Spoofing .[J] arXiv preprint arXiv:1904.02860.
Yinpeng Dong, Hang Su, Baoyuan Wu, Zhifeng Li, Wei Liu, Tong Zhang, Jun Zhu .Efficient Decision-based Black-box Adversarial Attacks on Face Recognition .[J] arXiv preprint arXiv:1904.04433.
Artur Costa-Pazo, David Jimenez-Cabello, Esteban Vazquez-Fernandez, Jose L. Alba-Castro, Roberto J. López-Sastre .Generalized Presentation Attack Detection: a face anti-spoofing evaluation proposal .[J] arXiv preprint arXiv:1904.06213.
Daniel Pérez-Cabo, David Jiménez-Cabello, Artur Costa-Pazo, Roberto J. López-Sastre .Deep Anomaly Detection for Generalized Face Anti-Spoofing .[J] arXiv preprint arXiv:1904.08241.
Peng Zhang, Fuhao Zou, Zhiwen Wu, Nengli Dai, Skarpness Mark, Michael Fu, Juan Zhao, Kai Li .FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing .[J] arXiv preprint arXiv:1904.09290.
Chenxu Zhao, Yunxiao Qin, Zezheng Wang, Tianyu Fu, Hailin Shi .Meta Anti-spoofing: Learning to Learn in Face Anti-spoofing .[J] arXiv preprint arXiv:1904.12490.
Shivang Bharadwaj, Bhupendra Niranjan, Anant Kumar .A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns .[J] arXiv preprint arXiv:1905.06540.
Jerone T. A. Andrews, Thomas Tanay, Lewis D. Griffin .Multiple-Identity Image Attacks Against Face-based Identity Verification .[J] arXiv preprint arXiv:1906.08507.
Anjith George, Sebastien Marcel .Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection .[J] arXiv preprint arXiv:1907.04047.
Olegs Nikisins, Anjith George, Sebastien Marcel .Domain Adaptation in Multi-Channel Autoencoder based Features for Robust Face Anti-Spoofing .[J] arXiv preprint arXiv:1907.04048.
Israel A. Laurensi R., Luciana T. Menon, Manoel Camillo O. Penna N., Alessandro L. Koerich, Alceu S. Britto Jr .Style Transfer Applied to Face Liveness Detection with User-Centered Models .[J] arXiv preprint arXiv:1907.07270.
Akinori F. Ebihara, Kazuyuki Sakurai, Hitoshi Imaoka .Specular- and Diffuse-reflection-based Face Liveness Detection for Mobile Devices .[J] arXiv preprint arXiv:1907.12400.
Stepan Komkov, Aleksandr Petiushko .AdvHat: Real-world adversarial attack on ArcFace Face ID system .[J] arXiv preprint arXiv:1908.08705.
Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guogong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li .CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing .[J] arXiv preprint arXiv:1908.10654.
Run Wang, Lei Ma, Felix Juefei-Xu, Xiaofei Xie, Jian Wang, Yang Liu .FakeSpotter: A Simple Baseline for Spotting AI-Synthesized Fake Faces .[J] arXiv preprint arXiv:1909.06122.
Anjith George, Zohreh Mostaani, David Geissenbuhler, Olegs Nikisins, Andre Anjos, Sebastien Marcel .Biometric Face Presentation Attack Detection with Multi-Channel Convolutional Neural Network .[J] arXiv preprint arXiv:1909.08848.
Bowen Zhang, Benedetta Tondi, Mauro Barni .Attacking CNN-based anti-spoofing face authentication in the physical domain .[J] arXiv preprint arXiv:1910.00327.
Rizhao Cai, Changsheng Chen .Learning deep forest with multi-scale Local Binary Pattern features for face anti-spoofing .[J] arXiv preprint arXiv:1910.03850.
Shan Jia, Xin Li, Chuanbo Hu, Zhengquan Xu .Spoofing and Anti-Spoofing with Wax Figure Faces .[J] arXiv preprint arXiv:1910.05457.
Edgar Kaziakhmedov, Klim Kireev, Grigorii Melnikov, Mikhail Pautov, Aleksandr Petiushko .Real-world attack on MTCNN face detection system .[J] arXiv preprint arXiv:1910.06261.
Mikhail Pautov, Grigorii Melnikov, Edgar Kaziakhmedov, Klim Kireev, Aleksandr Petiushko .On adversarial patches: real-world attack on ArcFace-100 face recognition system .[J] arXiv preprint arXiv:1910.07067.
João C. Neves, Ruben Tolosana, Ruben Vera-Rodriguez, Vasco Lopes, Hugo Proença .Real or Fake? Spoofing State-Of-The-Art Face Synthesis Detection Systems [J]. arXiv preprint arXiv:1911.05351.
Tharindu Fernando, Clinton Fookes, Simon Denman, Sridha Sridharan .Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks [J]. arXiv preprint arXiv:1911.07844.
Rui Shao, Xiangyuan Lan, Pong C. Yuen .Regularized Fine-grained Meta Face Anti-spoofing [J]. arXiv preprint arXiv:1911.10771.
Ajian Liu, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li .Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing [J]. arXiv preprint arXiv:1912.02340.
Fabio Valerio Massoli, Fabio Carrara, Giuseppe Amato, Fabrizio Falchi .Detection of Face Recognition Adversarial Attacks [J]. arXiv preprint arXiv:1912.02918.
Suman Saha, Wenhao Xu, Menelaos Kanakis, Stamatios Georgoulis, Yuhua Chen, Danda Pani Paudel, Luc Van Gool .Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing [J]. arXiv preprint arXiv:1912.07124.
Ali Ghofrani, Rahil Mahdian Toroghi, Seyed Mojtaba Tabatabaie .Attention-Based Face AntiSpoofing of RGB Images, using a Minimal End-2-End Neural Network [J]. arXiv preprint arXiv:1912.08870.
Shervin Rahimzadeh Arashloo .Unseen Face Presentation Attack Detection Using Class-Specific Sparse One-Class Multiple Kernel Fusion Regression [J]. arXiv preprint arXiv:1912.13276.
Lingzhi Li, Jianmin Bao, Ting Zhang, Hao Yang, Dong Chen, Fang Wen, Baining Guo .Face X-ray for More General Face Forgery Detection [J]. arXiv preprint arXiv:1912.13458.

2020

Vahid Mirjalili, Sebastian Raschka, Arun Ross .PrivacyNet: Semi-Adversarial Networks for Multi-attribute Face Privacy .[J] arXiv preprint arXiv:2001.00561
Inioluwa Deborah Raji, Timnit Gebru, Margaret Mitchell, Joy Buolamwini, Joonseok Lee, Emily Denton .Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing .[J] arXiv preprint arXiv:2001.00964
[Dataset]Liming Jiang, Wayne Wu, Ren Li, Chen Qian, Chen Change Loy .DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection .[J] arXiv preprint arXiv:2001.03024
Ying Huang, Wenwei Zhang, Jinzhuo Wang .Deep Frequent Spatial Temporal Learning for Face Anti-Spoofing .[J] arXiv preprint arXiv:2002.03723
Zitong Yu, Chenxu Zhao, Zezheng Wang, Yunxiao Qin, Zhuo Su, Xiaobai Li, Feng Zhou, Guoying Zhao .Searching Central Difference Convolutional Networks for Face Anti-Spoofing .[J] arXiv preprint arXiv:2003.04092
Ajian Li, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li .CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing .[J] arXiv preprint arXiv:2003.05136
Yu Tian, Kunbo Zhang, Leyuan Wang, Zhenan Sun .Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario .[J] arXiv preprint arXiv:2003.08024
Zezheng Wang, Zitong Yu, Chenxu Zhao, Xiangyu Zhu, Yunxiao Qin, Qiusheng Zhou, Feng Zhou, Zhen Lei .Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing .[J] arXiv preprint arXiv:2003.08061
Chuhan Gao, Varun Chandrasekaran, Kassem Fawaz, Somesh Jha .Face-Off: Adversarial Face Obfuscation .[J] arXiv preprint arXiv:2003.08861
Guoqing Wang, Hu Han, Shiguang Shan, Xilin Chen .Cross-domain Face Presentation Attack Detection via Multi-domain Disentangled Representation Learning [J]. arXiv preprint arXiv:2004.01959.
Zitong Yu, Yunxiao Qin, Xiaobai Li, Zezheng Wang, Chenxu Zhao, Zhen Lei, Guoying Zhao .Multi-Modal Face Anti-Spoofing Based on Central Difference Networks [J]. arXiv preprint arXiv:2004.08388.
Ajian Liu, Xuan Li, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li .Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review [J]. arXiv preprint arXiv:2004.10998.
Clemens Seibold, Anna Hilsmann, Peter Eisert .Style Your Face Morph and Improve Your Face Morphing Attack Detector [J]. arXiv preprint arXiv:2004.11435.
Qing Yang, Xia Zhu, Jong-Kae Fwu, Yun Ye, Ganmei You, Yuan Zhu .PipeNet: Selective Modal Pipeline of Fusion Network for Multi-Modal Face Anti-Spoofing [J]. arXiv preprint arXiv:2004.11744.
Yomna Safaa El-Din, Mohamed N. Moustafa, Hani Mahdi .Deep convolutional neural networks for face and iris presentation attack detection: Survey and case study [J]. arXiv preprint arXiv:2004.12040.
Yunpei Jia, Jie Zhang, Shiguang Shan, Xilin Chen .Single-Side Domain Generalization for Face Anti-Spoofing [J]. arXiv preprint arXiv:2004.14043.
Haocheng Feng, Zhibin Hong, Haixiao Yue, Yang Chen, Keyao Wang, Junyu Han, Jingtuo Liu, Errui Ding .Learning Generalized Spoof Cues for Face Anti-spoofing [J]. arXiv preprint arXiv:2005.03922.
Shan Jia, Xin Li, Chuanbo Hu, Guodong Guo, Zhengquan Xu .3D Face Anti-spoofing with Factorized Bilinear Coding [J]. arXiv preprint arXiv:2005.06514.
Jingwu He, Chuan Wang, Yang Zhang, Jie Guo, Yanwen Guo .FA-GANs: Facial Attractiveness Enhancement with Generative Adversarial Networks on Frontal Faces [J]. arXiv preprint arXiv:2005.08168.
Chengwei Chen, Wang Yuan, Xuequan Lu, Lizhuang Ma .Spoof Face Detection Via Semi-Supervised Adversarial Training [J]. arXiv preprint arXiv:2005.10999.
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel .Federated Face Anti-spoofing [J]. arXiv preprint arXiv:2005.14638.
Debayan Deb, Anil K. Jain .Look Locally Infer Globally: A Generalizable Face Anti-Spoofing Approach [J]. arXiv preprint arXiv:2006.02834.
Christian Rathgeb, Pawel Drozdowski, Christoph Busch .Detection of Makeup Presentation Attacks based on Deep Face Representations [J]. arXiv preprint arXiv:2006.05074.
Xiang Xu, Yuanjun Xiong, Wei Xia .On Improving Temporal Consistency for Online Face Liveness Detection [J]. arXiv preprint arXiv:2006.06756.
Chaofei Yang, Lei Ding, Yiran Chen, Hai Li .Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces [J]. arXiv preprint arXiv:2006.07421.
Huy H. Nguyen, Junichi Yamagishi, Isao Echizen, Sébastien Marcel .Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems [J]. arXiv preprint arXiv:2006.08376.
Latifah Abduh, Ioannis Ivrissimtzis .Use of in-the-wild images for anomaly detection in face anti-spoofing [J]. arXiv preprint arXiv:2006.10626.
Esha Sarkar, Hadjer Benkraouda, Michail Maniatakos .FaceHack: Triggering backdoored facial recognition systems using facial characteristics [J]. arXiv preprint arXiv:2006.11623.
Zitong Yu, Xiaobai Li, Xuesong Niu, Jingang Shi, Guoying Zhao .Face Anti-Spoofing with Human Material Perception [J]. arXiv preprint arXiv:2007.02157.
Sushma Venkatesh, Kiran Raja, Raghavendra Ramachandra, Christoph Busch .On the Influence of Ageing on Face Morph Attacks: Vulnerability and Detection [J]. arXiv preprint arXiv:2007.02684.
Yashasvi Baweja, Poojan Oza, Pramuditha Perera, Vishal M. Patel .Anomaly Detection-Based Unknown Face Presentation Attack Detection [J]. arXiv preprint arXiv:2007.05856.
Yaojie Liu, Joel Stehouwer, Xiaoming Liu .On Disentangling Spoof Trace for Generic Face Anti-Spoofing [J]. arXiv preprint arXiv:2007.09273.
Kenneth Lai, Svetlana N. Yanushkevich, Vlad Shmerko .Risk Assessment in the Face-based Watchlist Screening in e-Border [J]. arXiv preprint arXiv:2007.11323.
Anjith George, Sebastien Marcel .Learning One Class Representations for Face Presentation Attack Detection using Multi-channel Convolutional Neural Networks [J]. arXiv preprint arXiv:2007.11457.
Guillaume Heusch, Anjith George, David Geissbuhler, Zohreh Mostaani, Sebastien Marcel .Deep Models and Shortwave Infrared Information to Detect Face Presentation Attacks [J]. arXiv preprint arXiv:2007.11469.
Fatemeh Vakhshiteh, Raghavendra Ramachandra, Ahmad Nickabadi .Threat of Adversarial Attacks on Face Recognition: A Comprehensive Survey [J]. arXiv preprint arXiv:2007.11709.
Yuanhan Zhang, Zhenfei Yin, Yidong Li, Guojun Yin, Junjie Yan, Jing Shao, Ziwei Liu .CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations [J]. arXiv preprint arXiv:2007.12342.
Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi .CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis [J]. arXiv preprint arXiv:2007.12909.
Hadi Mansourifar, Weidong Shi .Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack [J]. arXiv preprint arXiv:2009.02286.
Haoliang Li (1), Yufei Wang (1), Xiaofei Xie (1), Yang Liu (1), Shiqi Wang (2), Renjie Wan (1), Lap-Pui Chau (1), Alex C. Kot (1) ((1) Nanyang Technological University, Singapore, (2) City University of Hong Kong) .Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems [J]. arXiv preprint arXiv:2009.06996.
Rizhao Cai, Haoliang Li, Shiqi Wang, Changsheng Chen, Alex Chichung Kot .DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing [J]. arXiv preprint arXiv:2009.07529.
Zuheng Ming, Muriel Visani, Muhammad Muzzamil Luqman, Jean-Christophe Burie .A Survey On Anti-Spoofing Methods For Face Recognition with RGB Cameras of Generic Consumer Devices [J]. arXiv preprint arXiv:2010.04145.nn
Nilay Sanghvi, Sushant Kumar Singh, Akshay Agarwal, Mayank Vatsa, Richa Singh .MixNet for Generalized Face Presentation Attack Detection [J]. arXiv preprint arXiv:2010.13246.
Yang Yu, Rongrong Ni, Yao Zhao .Mining Generalized Features for Detecting AI-Manipulated Fake Faces [J]. arXiv preprint arXiv:2010.14129.
Yongwei Wang, Xin Ding, Li Ding, Rabab Ward, Z. Jane Wang .Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery Detection [J]. arXiv preprint arXiv:2010.15886.
Sushma Venkatesh, Raghavendra Ramachandra, Kiran Raja, Christoph Busch .Face Morphing Attack Generation & Detection: A Comprehensive Survey [J]. arXiv preprint arXiv:2011.02045.
Zitong Yu, Jun Wan, Yunxiao Qin, Xiaobai Li, Stan Z. Li, Guoying Zhao .NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing [J]. arXiv preprint arXiv:2011.02062.
Biel Tura Vecino, Martí Cobos, Philippe Salembier .Low cost enhanced security face recognition with stereo cameras [J]. arXiv preprint arXiv:2011.02222.
Anjith George, Sebastien Marcel .On the Effectiveness of Vision Transformers for Zero-shot Face Anti-Spoofing [J]. arXiv preprint arXiv:2011.08019.
Zitong Yu, Xiaobai Li, Jingang Shi, Zhaoqiang Xia, Guoying Zhao .Revisiting Pixel-Wise Supervision for Face Anti-Spoofing [J]. arXiv preprint arXiv:2011.12032.
Meng Shen, Hao Yu, Liehuang Zhu, Ke Xu, Qi Li, Xiaojiang Du .Robust Attacks on Deep Learning Face Recognition in the Physical World [J]. arXiv preprint arXiv:2011.13526.
Junru Wu, Xiang Yu, Buyu Liu, Zhangyang Wang, Manmohan Chandraker .Uncertainty-Aware Physically-Guided Proxy Tasks for Unseen Domain Face Anti-spoofing [J]. arXiv preprint arXiv:2011.14054.
Debayan Deb, Xiaoming Liu, Anil K. Jain .FaceGuard: A Self-Supervised Defense Against Adversarial Face Images [J]. arXiv preprint arXiv:2011.14218.
Taewook Kim, Yonghyun Kim .Suppressing Spoof-irrelevant Factors for Domain-agnostic Face Anti-spoofing [J]. arXiv preprint arXiv:2012.01271.
Yaojie Liu, Xiaoming Liu .Physics-Guided Spoof Trace Disentanglement for Generic Face Anti-Spoofing [J]. arXiv preprint arXiv:2012.05185.
Eklavya Sarkar, Pavel Korshunov, Laurent Colbois, Sébastien Marcel .Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks [J]. arXiv preprint arXiv:2012.05344.
Richard T. Marriott, Sami Romdhani, Stéphane Gentric, Liming Chen .Robustness of Facial Recognition to GAN-based Face-morphing Attacks [J]. arXiv preprint arXiv:2012.10548.

2021

Dongze Li, Wei Wang, Hongxing Fan, Jing Dong .Exploring Adversarial Fake Images on Face Manifold [J]. arXiv preprint arXiv:2101.03272.
Seyedkooshan Hashemifard, Mohammad Akbari .A Compact Deep Learning Model for Face Spoofing Detection [J]. arXiv preprint arXiv:2101.04756.
Ognjen Rudovic, Nicolas Tobis, Sebastian Kaltwang, Björn Schuller, Daniel Rueckert, Jeffrey F. Cohn, Rosalind W. Picard .Personalized Federated Deep Learning for Pain Estimation From Face Images [J]. arXiv preprint arXiv:2101.04800.
Patrick Tinsley, Adam Czajka, Patrick Flynn .This Face Does Not Exist … But It Might Be Yours! Identity Leakage in Generative Models [J]. arXiv preprint arXiv:2101.05084.
Mattijs Baert, Sam Leroux, Pieter Simoens .Intelligent Frame Selection as a Privacy-Friendlier Alternative to Face Recognition [J]. arXiv preprint arXiv:2101.07529.
Baoliang Chen, Wenhan Yang, Haoliang Li, Shiqi Wang, Sam Kwong .Camera Invariant Feature Learning for Generalized Face Anti-spoofing [J]. arXiv preprint arXiv:2101.10075.

Face Retrieval

2008

Jose Ignacio Orlicki (CoreLabs, ITBA), Pablo Ignacio Fierens (ITBA), José Ignacio Alvarez-Hamelin (ITBA, CONICET) .Faceted Ranking of Egos in Collaborative Tagging Systems .[J] arXiv preprint arXiv:0809.04668.

2012

Deepak Agarwal, Bee-Chung Chen, Xuanhui Wang .Multi-Faceted Ranking of News Articles using Post-Read Actions .[J] arXiv preprint arXiv:1205.00591.
Chang Huang, Shenghuo Zhu, Kai Yu .Large Scale Strongly Supervised Ensemble Metric Learning, with Applications to Face Verification and Retrieval .[J] arXiv preprint arXiv:1212.06094.

2014

D. Johnvictor, G. Selvavinayagam .Survey on Sparse Coded Features for Content Based Face Image Retrieval .[J] arXiv preprint arXiv:1402.04888.

2016

Ognjen Arandjelovic .Learnt quasi-transitive similarity for retrieval from large collections of faces .[J] arXiv preprint arXiv:1603.00560.
Binod Bhattarai, Gaurav Sharma, Frederic Jurie .CP-mtML: Coupled Projection multi-task Metric Learning for Large Scale Face Retrieval .[J] arXiv preprint arXiv:1604.02975.

2017

BingZhang Hu, Feng Zheng, Ling Shao .Dual-reference Face Retrieval .[J] arXiv preprint arXiv:1706.00631.
Xin Jin, Shiming Ge, Chenggen Song .Privacy Preserving Face Retrieval in the Cloud for Mobile Users .[J] arXiv preprint arXiv:1708.02872.
Shiv Ram Dubey .Face Retrieval using Frequency Decoded Local Descriptor .[J] arXiv preprint arXiv:1709.06508.
Shiv Ram Dubey .Local Directional Relation Pattern for Unconstrained and Robust Face Retrieval .[J] arXiv preprint arXiv:1709.09518.

2018

Shiv Ram Dubey, Snehasis Mukherjee .LDOP: Local Directional Order Pattern for Robust Face Retrieval .[J] arXiv preprint arXiv:1803.07441.
Shiv Ram Dubey, Soumendu Chakraborty .Average Biased ReLU Based CNN Descriptor for Improved Face Retrieval .[J] arXiv preprint arXiv:1804.02051.
Ahmad S. Tarawneh, Ahmad B. A. Hassanat, Ceyhun Celik, Dmitry Chetverikov, M. Sohel Rahman, Chaman Verma .Deep Face Image Retrieval: a Comparative Study with Dictionary Learning .[J] arXiv preprint arXiv:1812.05490.

2019

Shishi Qiao, Ruiping Wang, Shiguang Shan, Xilin Chen.Deep Heterogeneous Hashing for Face Video Retrieval [J]. arXiv preprint arXiv:1911.01048
Chuyuan Xiong, Deyuan Zhang, Tao Liu, Xiaoyong Du .Voice-Face Cross-modal Matching and Retrieval: A Benchmark [J]. arXiv preprint arXiv:1911.09338.

Face Application

2019

Fuhao Shi, Sung-Fang Tsai, Youyou Wang, Chia-Kai Liang .Steadiface: Real-Time Face-Centric Stabilization on Mobile Phones .[J] arXiv preprint arXiv:1905.01382.
Javier Hernandez-Ortega, Shigenori Nagae, Julian Fierrez, Aythami Morales .Quality-based Pulse Estimation from NIR Face Video with Application to Driver Monitoring .[J] arXiv preprint arXiv:1905.06568.
Tae-Hyun Oh, Tali Dekel, Changil Kim, Inbar Mosseri, William T. Freeman, Michael Rubinstein, Wojciech Matusik .Speech2Face: Learning the Face Behind a Voice .[J] arXiv preprint arXiv:1905.09773.
Yandong Wen, Rita Singh, Bhiksha Raj .Reconstructing faces from voices .[J] arXiv preprint arXiv:1905.10604.
Guanzhong Tian, Yi Yuan, Yong liu .Audio2Face: Generating Speech/Face Animation from Single Audio with Attention-Based Bidirectional LSTM Networks .[J] arXiv preprint arXiv:1905.11142.
Utkarsh Sharma, Terumi Umematsu, Masanori Tsujikawa, Yoshifumi Onishi .Adaptive Heart Rate Estimation from Face Videos .[J] arXiv preprint arXiv:1905.12366.
Sheng-Yu Wang, Oliver Wang, Andrew Owens, Richard Zhang, Alexei A. Efros .Detecting Photoshopped Faces by Scripting Photoshop .[J] arXiv preprint arXiv:1906.05856.
U. Messer, S. Fausser .Predicting Social Perception from Faces: A Deep Learning Approach .[J] arXiv preprint arXiv:1907.00217.
Qi He, Qijun Zhao, Ning Liu, Peng Chen, Zhihe Zhang, Rong Hou .Distinguishing Individual Red Pandas from Their Faces .[J] arXiv preprint arXiv:1908.03391.
Mingliang Chen, Qiang Zhu, Harrison Zhang, Min Wu, Quanzeng Wang .Respiratory Rate Estimation from Face Videos .[J] arXiv preprint arXiv:1909.03503.
Håkon Hukkelås, Rudolf Mester, Frank Lindseth .DeepPrivacy: A Generative Adversarial Network for Face Anonymization .[J] arXiv preprint arXiv:1909.04538.
Xuesong Niu, Shiguang Shan, Hu Han, Xilin Chen .RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation .[J] arXiv preprint arXiv:1910.11515.
Haiping Zhu, Zhizhong Huang, Hongming Shan, Junping Zhang .Look globally, age locally: Face aging with an attention mechanism .[J] arXiv preprint arXiv:1910.12771.
Milad Kiaee, Adam B Kashlak, Jisu Kim, Giseon Heo .Diagnosis of Pediatric Obstructive Sleep Apnea via Face Classification with Persistent Homology and Convolutional Neural Networks [J]. arXiv preprint arXiv:1911.05628.
Xiuye Gu, Weixin Luo, Michael S. Ryoo, Yong Jae Lee .Password-conditioned Anonymization and Deanonymization with Face Identity Transformers [J]. arXiv preprint arXiv:1911.11759.
Mohammad Sabokrou, Masoud Pourreza, Xiaobai Li, Mahmood Fathy, Guoying Zhao .Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions .[J] arXiv preprint arXiv:2002.04821
Debayan Deb, Divyansh Aggarwal, Anil K. Jain .Child Face Age-Progression via Deep Feature Aging .[J] arXiv preprint arXiv:2003.08788
Nathalie Tkauc, Thao Tran, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez .Cloud-Based Face and Speech Recognition for Access Control Applications [J]. arXiv preprint arXiv:2004.11168.
Suyash Shandilya, Waris Quamer .How to read faces without looking at them [J]. arXiv preprint arXiv:2004.12103.
Puneet Gupta, Brojeshwar Bhowmick, Arpan Pal .MOMBAT: Heart Rate Monitoring from Face Video using Pulse Modeling and Bayesian Tracking [J]. arXiv preprint arXiv:2005.04618.
Soo-Whan Chung, Soyeon Choe, Joon Son Chung, Hong-Goo Kang .FaceFilter: Audio-visual speech separation using still images [J]. arXiv preprint arXiv:2005.07074.
Leyuan Qu, Cornelius Weber, Stefan Wermter .Multimodal Target Speech Separation with Voice and Face References [J]. arXiv preprint arXiv:2005.08335.
Javier Hernandez-Ortega, Julian Fierrez, Aythami Morales, David Diaz .A Comparative Evaluation of Heart Rate Estimation Methods using Face Videos [J]. arXiv preprint arXiv:2005.11101.
Jiuwen Zhu, Hu Han, S. Kevin Zhou .Human Recognition Using Face in Computed Tomography [J]. arXiv preprint arXiv:2005.14238.
Harim Lee, Myeung Un Kim, Yeongjun Kim, Hyeonsu Lyu, Hyun Jong Yang .Privacy-Protection Drone Patrol System based on Face Anonymization [J]. arXiv preprint arXiv:2005.14390.
Javier Hernandez-Ortega, Roberto Daza, Aythami Morales, Julian Fierrez, Ruben Tolosana .Heart Rate Estimation from Face Videos for Student Assessment: Experiments on edBB [J]. arXiv preprint arXiv:2006.00825.
Zhe Liu, Xianzhi Wang, Lina Yao, Jake An, Lei Bai, Ee-Peng Lim .Face to Purchase: Predicting Consumer Choices with Structured Facial and Behavioral Traits Embedding [J]. arXiv preprint arXiv:2007.06842.
Amirali Abdolrashidi, Mehdi Minaei, Elham Azimi, Shervin Minaee .Age and Gender Prediction From Face Images Using Attentional Convolutional Network [J]. arXiv preprint arXiv:2010.03791.
Jungseok Hong, Sadman Sakib Enan, Christopher Morse, Junaed Sattar .Visual Diver Face Recognition for Underwater Human-Robot Interaction [J]. arXiv preprint arXiv:2011.09556.
Yusuke Niiro, Marcelo Kallmann .Assembling a Pipeline for 3D Face Interpolation [J]. arXiv preprint arXiv:2011.09657.
Doruk Pancaroglu .Artist, Style And Year Classification Using Face Recognition And Clustering With Convolutional Neural Networks [J]. arXiv preprint arXiv:2012.01009.
Djoanna Marie V. Salac .PRESENT: An Android-Based Class Attendance Monitoring System Using Face Recognition Technology [J]. arXiv preprint arXiv:2012.01907.
Agelos Kratimenos, Georgios Pavlakos, Petros Maragos .Independent Sign Language Recognition with 3D Body, Hands, and Face Reconstruction [J]. arXiv preprint arXiv:2012.05698.
Zekun Wang, Pengwei Wang, Peter C. Louis, Lee E. Wheless, Yuankai Huo .WearMask: Fast In-browser Face Mask Detection with Serverless Edge Computing for COVID-19 [J]. arXiv preprint arXiv:2101.00784.
Moein Razavi, Hamed Alikhani, Vahid Janfaza, Benyamin Sadeghi, Ehsan Alikhani .An Automatic System to Monitor the Physical Distance and Face Mask Wearing of Construction Workers in COVID-19 Pandemic [J]. arXiv preprint arXiv:2101.01373.

Model Acceleration && Model Compression

Weidong Shi, Guanghui Ren, Yunpeng Chen, Shuicheng Yan .ProxylessKD: Direct Knowledge Distillation with Inherited Classifier for Face Recognition [J]. arXiv preprint arXiv:2011.00265.

Piplines

seetaface/SeetaFaceEngine

DataSets

Kai Zhang, Vítor Albiero, Kevin W. Bowyer .A Method for Curation of Web-Scraped Face Image Datasets [J]. arXiv preprint arXiv:2004.03074.
【Datasets】Philipp Terhörst, Daniel Fährmann, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner, Arjan Kuijper .MAAD-Face: A Massively Annotated Attribute Dataset for Face Images [J]. arXiv preprint arXiv:2012.01030.
Domenick Poster, Matthew Thielke, Robert Nguyen, Srinivasan Rajaraman, Xing Di, Cedric Nimpa Fondje, Vishal M. Patel, Nathaniel J. Short, Benjamin S. Riggan, Nasser M. Nasrabadi, Shuowen Hu .A Large-Scale, Time-Synchronized Visible and Thermal Face Dataset [J]. arXiv preprint arXiv:2101.02637.

2D face recognition

Video face recognition

3D face recognition

Anti-spoofing

cross age and cross pose

Face Detection

Face Attributes

Others

2D face recognition

Datasets	Description	Links	Publish Time
CASIA-WebFace	10,575 subjects and 494,414 images	Download	2014
MegaFace	1 million faces, 690K identities	Download	2016
MS-Celeb-1M	about 10M images for 100K celebrities Concrete measurement to evaluate the performance of recognizing one million celebrities	Download	2016
LFW	13,000 images of faces collected from the web. Each face has been labeled with the name of the person pictured. 1680 of the people pictured have two or more distinct photos in the data set.	Download	2007
VGG Face2	The dataset contains 3.31 million images of 9131 subjects (identities), with an average of 362.6 images for each subject.	Download	2017
UMDFaces Dataset-image	367,888 face annotations for 8,277 subjects.	Download	2016
Trillion Pairs	Train: MS-Celeb-1M-v1c & Asian-Celeb Test: ELFW&DELFW	Download	2018
FaceScrub	It comprises a total of 106,863 face images of male and female 530 celebrities, with about 200 images per person.	Download	2014
Mut1ny	head/face segmentation dataset contains over 17.3k labeled images	Download	2018
IMDB-Face	The dataset contains about 1.7 million faces, 59k identities, which is manually cleaned from 2.0 million raw images.	Download	2018

video face recognition

Datasets	Description	Links	Publish Time
YouTube Face	The data set contains 3,425 videos of 1,595 different people.	Download	2011
UMDFaces Dataset-video	Over 3.7 million annotated video frames from over 22,000 videos of 3100 subjects.	Download	2017
PaSC	The challenge includes 9,376 still images and 2,802 videos of 293 people.	Download	2013
YTC	The data consists of two parts: video clips (1910 sequences of 47 subjects) and initialization data(initial frame face bounding boxes, manually marked).	Download	2008
iQIYI-VID	The iQIYI-VID dataset contains 500,000 videos clips of 5,000 celebrities, adding up to 1000 hours. This dataset supplies multi-modal cues, including face, cloth, voice, gait, and subtitles, for character identification.	Download	2018

3D face recognition

Datasets	Description	Links	Publish Time
Bosphorus	105 subjects and 4666 faces 2D & 3D face data	Download	2008
BD-3DFE	Analyzing Facial Expressions in 3D Space	Download	2006
ND-2006	422 subjects and 9443 faces 3D Face Recognition	Download	2006
FRGC V2.0	466 subjects and 4007 of 3D Face, Visible Face Images	Download	2005
B3D(AC)^2	1000 high quality, dynamic 3D scans of faces, recorded while pronouncing a set of English sentences.	Download	2010

Anti-spoofing

Datasets	# of subj. / # of sess.	Links	Year	Spoof attacks attacks	Publish Time
NUAA	15/3	Download	2010	Print	2010
CASIA-MFSD	50/3	Download(link failed)	2012	Print, Replay	2012
Replay-Attack	50/1	Download	2012	Print, 2 Replay	2012
MSU-MFSD	35/1	Download	2015	Print, 2 Replay	2015
MSU-USSA	1140/1	Download	2016	2 Print, 6 Replay	2016
Oulu-NPU	55/3	Download	2017	2 Print, 6 Replay	2017
Siw	165/4	Download	2018	2 Print, 4 Replay	2018

cross age and cross pose

Datasets	Description	Links	Publish Time
CACD2000	The dataset contains more than 160,000 images of 2,000 celebrities with age ranging from 16 to 62.	Download	2014
FGNet	The dataset contains more than 1002 images of 82 people with age ranging from 0 to 69.	Download	2000
MPRPH	The MORPH database contains 55,000 images of more than 13,000 people within the age ranges of 16 to 77	Download	2016
CPLFW	we construct a Cross-Pose LFW (CPLFW) which deliberately searches and selects 3,000 positive face pairs with pose difference to add pose variation to intra-class variance.	Download	2017
CALFW	Thereby we construct a Cross-Age LFW (CALFW) which deliberately searches and selects 3,000 positive face pairs with age gaps to add aging process intra-class variance.	Download	2017

Face Detection

Datasets	Description	Links	Publish Time
FDDB	5171 faces in a set of 2845 images	Download	2010
Wider-face	32,203 images and label 393,703 faces with a high degree of variability in scale, pose and occlusion, organized based on 61 event classes	Download	2015
AFW	AFW dataset is built using Flickr images. It has 205 images with 473 labeled faces. For each face, annotations include a rectangular bounding box, 6 landmarks and the pose angles.	Download	2013
MALF	MALF is the first face detection dataset that supports fine-gained evaluation. MALF consists of 5,250 images and 11,931 faces.	Download	2015

Face Attributes

Datasets	Description	Links	Key features	Publish Time
CelebA	10,177 number of identities, 202,599 number of face images, and 5 landmark locations, 40 binary attributes annotations per image.	Download	attribute & landmark	2015
IMDB-WIKI	500k+ face images with age and gender labels	Download	age & gender	2015
Adience	Unfiltered faces for gender and age classification	Download	age & gender	2014
WFLW	WFLW contains 10000 faces (7500 for training and 2500 for testing) with 98 fully manual annotated landmarks.	Download	landmarks	2018
Caltech10k Web Faces	The dataset has 10,524 human faces of various resolutions and in different settings	Download	landmarks	2005
EmotioNet	The EmotioNet database includes950,000 images with annotated AUs. A subset of the images in the EmotioNet database correspond to basic and compound emotions.	Download	AU and Emotion	2017
RAF( Real-world Affective Faces)	29672 number of real-world images, including 7 classes of basic emotions and 12 classes of compound emotions, 5 accurate landmark locations, 37 automatic landmark locations, race, age range and gender attributes annotations per image	Download	Emotions、landmark、race、age and gender	2017

Others：

Datasets	Description	Links	Publish Time
IJB C/B/A	IJB C/B/A is currently running three challenges related to face detection, verification, identification, and identity clustering.	Download	2015
MOBIO	bi-modal (audio and video) data taken from 152 people.	Download	2012
BANCA	The BANCA database was captured in four European languages in two modalities (face and voice).	Download	2014
3D Mask Attack	76500 frames of 17 persons using Kinect RGBD with eye positions (Sebastien Marcel).	Download	2013
WebCaricature	6042 caricatures and 5974 photographs from 252 persons collected from the web	Download	2018

你可能感兴趣的:(AI)

android系统selinux中添加新属性property 辉色投像
1.定位/android/system/sepolicy/private/property_contexts声明属性开头：persist.charge声明属性类型：u:object_r:system_prop:s0图12.定位到android/system/sepolicy/public/domain.te删除neverallow{domain-init}default_prop:property
C语言宏函数南林yan C语言 c语言
一、什么是宏函数？通过宏定义的函数是宏函数。如下，编译器在预处理阶段会将Add(x,y)替换为((x)*(y))#defineAdd(x,y)((x)*(y))#defineAdd(x,y)((x)*(y))intmain(){inta=10;intb=20;intd=10;intc=Add(a+d,b)*2;cout<
c++ 的iostream 和 c++的stdio的区别和联系黄卷青灯77 c++算法开发语言 iostream stdio
在C++中，iostream和C语言的stdio.h都是用于处理输入输出的库，但它们在设计、用法和功能上有许多不同。以下是两者的区别和联系：区别1.编程风格iostream（C++风格）：C++标准库中的输入输出流类库，支持面向对象的输入输出操作。典型用法是cin（输入）和cout（输出），使用>操作符来处理数据。更加类型安全，支持用户自定义类型的输入输出。#includeintmain(){in
LocalDateTime 转 String igotyback java 开发语言
importjava.time.LocalDateTime;importjava.time.format.DateTimeFormatter;publicclassMain{publicstaticvoidmain(String[]args){//获取当前时间LocalDateTimenow=LocalDateTime.now();//定义日期格式化器DateTimeFormatterformat
店群合一模式下的社区团购新发展——结合链动 2+1 模式、AI 智能名片与 S2B2C 商城小程序源码说私域人工智能小程序
摘要：本文探讨了店群合一的社区团购平台在当今商业环境中的重要性和优势。通过分析店群合一模式如何将互联网社群与线下终端紧密结合，阐述了链动2+1模式、AI智能名片和S2B2C商城小程序源码在这一模式中的应用价值。这些创新元素的结合为社区团购带来了新的机遇，提升了用户信任感、拓展了营销渠道，并实现了线上线下的完美融合。一、引言随着互联网技术的不断发展，社区团购作为一种新兴的商业模式，在满足消费者日常需
每日一题——第八十九题互联网打工人no1 C语言程序设计每日一练 c语言
题目：在字符串中找到提取数字，并统计一共找到多少整数，a123xxyu23&8889，那么找到的整数为123，23，8889//思想：#include#include#includeintmain(){charstr[]="a123xxyu23&8889";intcount=0;intnum=0;//用于临时存放当前正在构建的整数。boolinNum=false;//用于标记当前是否正在读取一个整
每日一题——第八十一题互联网打工人no1 C语言程序设计每日一练 c语言
打印如下图案:#includeintmain(){inti,j;charch='A';for(i=1;i<5;i++,ch++){for(j=0;j<5-i;j++){printf("");//控制空格输出}for(j=1;j<2*i;j++)//条件j<2*i{printf("%c",ch);//控制字符输出}printf("\n");}return0;}
每日一题——第八十二题互联网打工人no1 C语言程序设计每日一练 c语言
题目：将一个控制台输入的字符串中的所有元音字母复制到另一字符串中#include#include#include#include#defineMAX_INPUT1024boolisVowel(charp);intmain(){charinput[MAX_INPUT];charoutput[MAX_INPUT];printf("请输入一串字符串：\n");fgets(input,sizeof(inp
每日一题——第八十三题互联网打工人no1 C语言程序设计每日一练 c语言
题目：将输入的整形数字输出,输出1990，输出"1990"#include#defineMAX_INPUT1024intmain(){intarrr_num[MAX_INPUT];intnum,i=0;printf("请输入一个数字：");scanf_s("%d",&num);while(num!=0){arrr_num[i++]=num%10;num/=10;}printf("\"");for(
git常用命令笔记咩酱-小羊 git 笔记
###用习惯了idea总是不记得git的一些常见命令，需要用到的时候总是担心旁边站了人~~~记个笔记@_@，告诉自己看笔记不丢人初始化初始化一个新的Git仓库gitinit配置配置用户信息gitconfig--globaluser.name"YourName"gitconfig--globaluser.email"[email protected]"基本操作克隆远程仓库gitclone查看
将cmd中命令输出保存为txt文本文件落难Coder Windows cmd window
最近深度学习本地的训练中我们常常要在命令行中运行自己的代码，无可厚非，我们有必要保存我们的炼丹结果，但是复制命令行输出到txt是非常麻烦的，其实Windows下的命令行为我们提供了相应的操作。其基本的调用格式就是：运行指令>输出到的文件名称或者具体保存路径测试下，我打开cmd并且ping一下百度：pingwww.baidu.com>./data.txt看下相同目录下data.txt的输出：如果你再
探索OpenAI和LangChain的适配器集成：轻松切换模型提供商 nseejrukjhad langchain easyui 前端 python
#探索OpenAI和LangChain的适配器集成：轻松切换模型提供商##引言在人工智能和自然语言处理的世界中，OpenAI的模型提供了强大的能力。然而，随着技术的发展，许多人开始探索其他模型以满足特定需求。LangChain作为一个强大的工具，集成了多种模型提供商，通过提供适配器，简化了不同模型之间的转换。本篇文章将介绍如何使用LangChain的适配器与OpenAI集成，以便轻松切换模型提供商
使用Faiss进行高效相似度搜索 llzwxh888 faiss python
在现代AI应用中，快速和高效的相似度搜索是至关重要的。Faiss（FacebookAISimilaritySearch）是一个专门用于快速相似度搜索和聚类的库，特别适用于高维向量。本文将介绍如何使用Faiss来进行相似度搜索，并结合Python代码演示其基本用法。什么是Faiss？Faiss是一个由FacebookAIResearch团队开发的开源库，主要用于高维向量的相似性搜索和聚类。Faiss
利用LangChain的StackExchange组件实现智能问答系统 nseejrukjhad langchain microsoft 数据库 python
利用LangChain的StackExchange组件实现智能问答系统引言在当今的软件开发世界中，StackOverflow已经成为程序员解决问题的首选平台之一。而LangChain作为一个强大的AI应用开发框架，提供了StackExchange组件，使我们能够轻松地将StackOverflow的海量知识库集成到我们的应用中。本文将详细介绍如何使用LangChain的StackExchange组件
如何部分格式化提示模板:LangChain中的高级技巧 nseejrukjhad langchain java 服务器 python
标题:如何部分格式化提示模板:LangChain中的高级技巧内容:如何部分格式化提示模板:LangChain中的高级技巧引言在使用大型语言模型(LLM)时,提示工程是一个关键环节。LangChain提供了强大的提示模板功能,让我们能更灵活地构建和管理提示。本文将介绍LangChain中一个高级特性-部分格式化提示模板,这个技巧可以让你的提示管理更加高效和灵活。什么是部分格式化提示模板?部分格式化提
人工智能时代，程序员如何保持核心竞争力？ jmoych 人工智能
随着AIGC（如chatgpt、midjourney、claude等）大语言模型接二连三的涌现，AI辅助编程工具日益普及，程序员的工作方式正在发生深刻变革。有人担心AI可能取代部分编程工作，也有人认为AI是提高效率的得力助手。面对这一趋势,程序员应该如何应对?是专注于某个领域深耕细作，还是广泛学习以适应快速变化的技术环境?又或者，我们是否应该将重点转向AI无法轻易替代的软技能？让我们一起探讨程序员
Faiss Tips：高效向量搜索与聚类的利器焦习娜Samantha
FaissTips：高效向量搜索与聚类的利器faiss_tipsSomeusefultipsforfaiss项目地址:https://gitcode.com/gh_mirrors/fa/faiss_tips项目介绍Faiss是由FacebookAIResearch开发的一个用于高效相似性搜索和密集向量聚类的库。它支持多种硬件平台，包括CPU和GPU，能够在海量数据集上实现快速的近似最近邻搜索（AN
【PG】常见数据库、表属性设置江无羡数据库
PG的常见属性配置方法数据库复制、备份相关表的复制标识单表操作批量表操作链接数据库复制、备份相关表的复制标识单表操作通过ALTER语句单独更改一张表的复制标识。ALTERTABLE[tablename]REPLICAIDENTITYFULL;批量表操作通过代码块的方式，对某个schema中的所有表一起更新其复制标识。SELECTtablename,CASErelreplidentWHEN'd'TH
Faiss：高效相似性搜索与聚类的利器网络·魚大数据 faiss
Faiss是一个针对大规模向量集合的相似性搜索库，由FacebookAIResearch开发。它提供了一系列高效的算法和数据结构，用于加速向量之间的相似性搜索，特别是在大规模数据集上。本文将介绍Faiss的原理、核心功能以及如何在实际项目中使用它。Faiss原理：近似最近邻搜索：Faiss的核心功能之一是近似最近邻搜索，它能够高效地在大规模数据集中找到与给定查询向量最相似的向量。这种搜索是近似的，
每日一题——第八十八题互联网打工人no1 C语言程序设计每日一练 c语言
题目：输入一个9位的无符号整数，判断其是否有重复数字#include#include#includeintmain(){charnum_str[10];printf("请输入一个9位数的无符号数：");scanf_s("%9d",&num_str);if(strlen(num_str)!=9){printf("输入的不是一个9位无符号整数，请重新输入");}else{if(hasDuplicate
mac电脑命令行获取电量小米人er 我的博客 macos 命令行
在macOS上，有几个命令行工具可以用来获取电量信息，最常用的是pmset命令。你可以通过以下方式来查看电池状态和电量信息：查看电池状态：pmset-gbatt这个命令会返回类似下面的输出：Nowdrawingfrom'BatteryPower'-InternalBattery-0(id=1234567)95%;discharging;4:02remainingpresent:true输出中包括电
【Git】常见命令(仅笔记) 好想有猫猫 Git Linux学习笔记 git 笔记 elasticsearch linux c++
文章目录创建/初始化本地仓库添加本地仓库配置项提交文件查看仓库状态回退仓库查看日志分支删除文件暂存工作区代码远程仓库使用`.gitigore`文件让git不追踪一些文件标签创建/初始化本地仓库gitinit添加本地仓库配置项gitconfig-l#以列表形式显示配置项gitconfiguser.name"ljh"#配置user.namegitconfiguser.email"[email protected]
OPENAIGC开发者大赛企业组AI黑马奖 | AIGC数智传媒解决方案 RPA中国人工智能 AIGC 传媒
在第二届拯救者杯OPENAIGC开发者大赛中，涌现出一批技术突出、创意卓越的作品。为了让这些优秀项目被更多人看到，我们特意开设了优秀作品报道专栏，旨在展示其独特之处和开发者的精彩故事。无论您是技术专家还是爱好者，希望能带给您不一样的知识和启发。让我们一起探索AIGC的无限可能，见证科技与创意的完美融合！创未来AI应用赛-企业组AI黑马奖作品名称：AIGC数智传媒解决方案参赛团队：深圳市三象智能技术
Python中深拷贝与浅拷贝的区别 yuxiaoyu.
转自：http://blog.csdn.net/u014745194/article/details/70271868定义：在Python中对象的赋值其实就是对象的引用。当创建一个对象，把它赋值给另一个变量的时候，python并没有拷贝这个对象，只是拷贝了这个对象的引用而已。浅拷贝：拷贝了最外围的对象本身，内部的元素都只是拷贝了一个引用而已。也就是，把对象复制一遍，但是该对象中引用的其他对象我不复
你可能遗漏的一些C#/.NET/.NET Core知识点追逐时光者 C#.NET DotNetGuide编程指南 c#.net .netcore microsoft
前言在这个快速发展的技术世界中，时常会有一些重要的知识点、信息或细节被忽略或遗漏。《C#/.NET/.NETCore拾遗补漏》专栏我们将探讨一些可能被忽略或遗漏的重要知识点、信息或细节，以帮助大家更全面地了解这些技术栈的特性和发展方向。拾遗补漏GitHub开源地址https://github.com/YSGStudyHards/DotNetGuide/blob/main/docs/DotNet/D
K近邻算法_分类鸢尾花数据集 _feivirus_ 算法机器学习和数学分类机器学习 K近邻
importnumpyasnpimportpandasaspdfromsklearn.datasetsimportload_irisfromsklearn.model_selectionimporttrain_test_splitfromsklearn.metricsimportaccuracy_score1.数据预处理iris=load_iris()df=pd.DataFrame(data=ir
python多线程程序设计之一 IT_Beijing_BIT #Python 程序设计语言 python
python多线程程序设计之一全局解释器锁线程APIsthreading.active_count()threading.current_thread()threading.excepthook(args,/)threading.get_native_id()threading.main_thread()threading.stack_size([size])线程对象成员函数构造器start/ru
python语法——三目运算符 HappyRocking python python 三目运算符
在java中，有三目运算符，如：intc=(a>b)?a:b表示c取两者中的较大值。但是在python，不能直接这样使用，估计是因为冒号在python有分行的关键作用。那么在python中，如何实现类似功能呢？可以使用ifelse语句，也是一行可以完成，格式为：aifbelsec表示如果b为True，则表达式等于a，否则等于c。如：c=(aif(a>b)elseb)同样是完成了取最大值的功能。
C语言代码练习（第十九天）小小框架 C语言 C语言重点练习 c语言
今日练习：52、有一个已经排好序的数组，要求输入一个数后，按原来排序的规律将它插入数组中53、输出"魔方阵"。所谓魔方阵是指它的每一行，每一列和对角线之和均相等。54、找出一个二维数组中的鞍点，即该位置上的元素在该行上最大、在该列上最小。也可能没有鞍点。有一个已经排好序的数组，要求输入一个数后，按原来排序的规律将它插入数组中运行代码intmain(){intarr[11]={1,3,9,12,15
Linux查看服务器日志 TPBoreas 运维 linux 运维
一、tail这个是我最常用的一种查看方式用法如下：tail-n10test.log查询日志尾部最后10行的日志;tail-n+10test.log查询10行之后的所有日志;tail-fn10test.log循环实时查看最后1000行记录(最常用的)一般还会配合着grep用，(实时抓包)例如:tail-fn1000test.log|grep'关键字'（动态抓包）tail-fn1000test.log
Java序列化进阶篇 g21121 java序列化
1.transient 类一旦实现了Serializable 接口即被声明为可序列化，然而某些情况下并不是所有的属性都需要序列化，想要人为的去阻止这些属性被序列化，就需要用到transient 关键字。
escape()、encodeURI()、encodeURIComponent()区别详解 aigo JavaScript Web
原文：http://blog.sina.com.cn/s/blog_4586764e0101khi0.html JavaScript中有三个可以对字符串编码的函数，分别是： escape,encodeURI,encodeURIComponent，相应3个解码函数：,decodeURI,decodeURIComponent 。下面简单介绍一下它们的区别 1 escape()函
ArcgisEngine实现对地图的放大、缩小和平移 Cb123456 添加矢量数据对地图的放大、缩小和平移 Engine
ArcgisEngine实现对地图的放大、缩小和平移: 个人觉得是平移，不过网上的都是漫游，通俗的说就是把一个地图对象从一边拉到另一边而已。就看人说话吧. 具体实现: 一、引入命名空间 using ESRI.ArcGIS.Geometry; using ESRI.ArcGIS.Controls; 二、代码实现.
Java集合框架概述天子之骄 Java集合框架概述
集合框架集合框架可以理解为一个容器，该容器主要指映射(map)、集合(set)、数组(array)和列表(list)等抽象数据结构。从本质上来说，Java集合框架的主要组成是用来操作对象的接口。不同接口描述不同的数据类型。简单介绍： Collection接口是最基本的接口，它定义了List和Set，List又定义了LinkLi
旗正4.0页面跳转传值问题何必如此 java jsp
跳转和成功提示 a) 成功字段非空forward 成功字段非空forward，不会弹出成功字段，为jsp转发，页面能超链接传值,传输变量时需要拼接。接拼接方式list.jsp?test="+strweightUnit+"或list.jsp?test="+weightUnit+&qu
全网唯一:移动互联网服务器端开发课程 cocos2d-x小菜 web开发移动开发移动端开发移动互联程序员
移动互联网时代来了！ App市场爆发式增长为Web开发程序员带来新一轮机遇，近两年新增创业者，几乎全部选择了移动互联网项目！传统互联网企业中超过98%的门户网站已经或者正在从单一的网站入口转向PC、手机、Pad、智能电视等多端全平台兼容体系。据统计，AppStore中超过85%的App项目都选择了PHP作为后端程
Log4J通用配置|注意问题笔记 7454103 DAO apache tomcat log4j Web
关于日志的等级那些去百度就知道了！这几天要搭个新框架配置了日志记下来！做个备忘！ #这里定义能显示到的最低级别,若定义到INFO级别,则看不到DEBUG级别的信息了~! log4j.rootLogger=INFO,allLog # DAO层 log记录到dao.log 控制台和总日志文件 log4j.logger.DAO=INFO,dao,C
SQLServer TCP/IP 连接失败问题 ---SQL Server Configuration Manager darkranger sql c windows SQL Server XP
当你安装完之后,连接数据库的时候可能会发现你的TCP/IP 没有启动.. 发现需要启动客户端协议 : TCP/IP 需要打开 SQL Server Configuration Manager... 却发现无法打开 SQL Server Configuration Manager..?? 解决方法: C:\WINDOWS\system32目录搜索framedyn.
[置顶] 做有中国特色的程序员 aijuans 程序员
从出版业说起网络作品排到靠前的，都不会太难看，一般人不爱看某部作品也是因为不喜欢这个类型，而此人也不会全不喜欢这些网络作品。究其原因，是因为网络作品都是让人先白看的，看的好了才出了头。而纸质作品就不一定了，排行榜靠前的，有好作品，也有垃圾。许多大牛都是写了博客，后来出了书。这些书也都不次，可能有人让为不好，是因为技术书不像小说，小说在读故事，技术书是在学知识或温习知识，有些技术书读得可
document.domain 跨域问题 avords document
document.domain用来得到当前网页的域名。比如在地址栏里输入：javascript:alert(document.domain); //www.315ta.com我们也可以给document.domain属性赋值，不过是有限制的，你只能赋成当前的域名或者基础域名。比如：javascript:alert(document.domain = "315ta.com");
关于管理软件的一些思考 houxinyou 管理
工作好多看年了,一直在做管理软件,不知道是我最开始做的时候产生了一些惯性的思维,还是现在接触的管理软件水平有所下降.换过好多年公司,越来越感觉现在的管理软件做的越来越乱. 在我看来,管理软件不论是以前的结构化编程,还是现在的面向对象编程,不管是CS模式,还是BS模式.模块的划分是很重要的.当然,模块的划分有很多种方式.我只是以我自己的划分方式来说一下. 做为管理软件,就像现在讲究MVC这
NoSQL数据库之Redis数据库管理(String类型和hash类型) bijian1013 redis 数据库 NoSQL
一.Redis的数据类型 1.String类型及操作 String是最简单的类型，一个key对应一个value，string类型是二进制安全的。Redis的string可以包含任何数据，比如jpg图片或者序列化的对象。 Set方法：设置key对应的值为string类型的value
Tomcat 一些技巧征客丶 java tomcat dos
以下操作都是在windows 环境下一、Tomcat 启动时配置 JAVA_HOME 在 tomcat 安装目录，bin 文件夹下的 catalina.bat 或 setclasspath.bat 中添加 set JAVA_HOME=JAVA 安装目录 set JRE_HOME=JAVA 安装目录/jre 即可；二、查看Tomcat 版本在 tomcat 安装目
【Spark七十二】Spark的日志配置 bit1129 spark
在测试Spark Streaming时，大量的日志显示到控制台，影响了Spark Streaming程序代码的输出结果的查看(代码中通过println将输出打印到控制台上)，可以通过修改Spark的日志配置的方式，不让Spark Streaming把它的日志显示在console 在Spark的conf目录下，把log4j.properties.template修改为log4j.p
Haskell版冒泡排序 bookjovi 冒泡排序 haskell
面试的时候问的比较多的算法题要么是binary search，要么是冒泡排序，真的不想用写C写冒泡排序了，贴上个Haskell版的，思维简单，代码简单，下次谁要是再要我用C写冒泡排序，直接上个haskell版的，让他自己去理解吧。 sort [] = [] sort [x] = [x] sort (x:x1:xs) | x>x1 = x1:so
java 路径配置文件读取 bro_feng java
这几天做一个项目，关于路径做如下笔记，有需要供参考。取工程内的文件，一般都要用相对路径，这个自然不用多说。在src统计目录建配置文件目录res,在res中放入配置文件。读取文件使用方式： 1. MyTest.class.getResourceAsStream("/res/xx.properties") 2. properties.load(MyTest.
读《研磨设计模式》-代码笔记-简单工厂模式 bylijinnan java 设计模式
声明：本文只为方便我个人查阅和理解，详细的分析以及源代码请移步原作者的博客http://chjavach.iteye.com/ package design.pattern; /* * 个人理解：简单工厂模式就是IOC; * 客户端要用到某一对象，本来是由客户创建的，现在改成由工厂创建，客户直接取就好了 */ interface IProduct {
SVN与JIRA的关联 chenyu19891124 SVN
SVN与JIRA的关联一直都没能装成功，今天凝聚心思花了一天时间整合好了。下面是自己整理的步骤：一、搭建好SVN环境，尤其是要把SVN的服务注册成系统服务二、装好JIRA，自己用是jira-4.3.4破解版三、下载SVN与JIRA的插件并解压，然后拷贝插件包下lib包里的三个jar，放到Atlassian\JIRA 4.3.4\atlassian-jira\WEB-INF\lib下，再
JWFDv0.96 最新设计思路 comsci 数据结构算法工作企业应用公告
随着工作流技术的发展，工作流产品的应用范围也不断的在扩展，开始进入了像金融行业(我已经看到国有四大商业银行的工作流产品招标公告了)，实时生产控制和其它比较重要的工程领域，而
vi 保存复制内容格式粘贴 daizj vi 粘贴复制保存原格式不变形
vi是linux中非常好用的文本编辑工具，功能强大无比，但对于复制带有缩进格式的内容时，粘贴的时候内容错位很严重，不会按照复制时的格式排版，vi能不能在粘贴时，按复制进的格式进行粘贴呢？答案是肯定的，vi有一个很强大的命令可以实现此功能。在命令模式输入:set paste，则进入paste模式，这样再进行粘贴时
shell脚本运行时报错误：/bin/bash^M: bad interpreter 的解决办法 dongwei_6688 shell脚本
出现原因：windows上写的脚本，直接拷贝到linux系统上运行由于格式不兼容导致解决办法： 1. 比如文件名为myshell.sh，vim myshell.sh 2. 执行vim中的命令 : set ff?查看文件格式，如果显示fileformat=dos，证明文件格式有问题 3. 执行vim中的命令 :set fileformat=unix 将文件格式改过来就可以了，然后:w
高一上学期难记忆单词 dcj3sjt126com word english
honest 诚实的；正直的 argue 争论 classical 古典的 hammer 锤子 share 分享；共有 sorrow 悲哀；悲痛 adventure 冒险 error 错误；差错 closet 壁橱；储藏室 pronounce 发音；宣告 repeat 重做；重复 majority 大多数；大半 native 本国的，本地的，本国
hibernate查询返回DTO对象，DTO封装了多个pojo对象的属性 frankco POJO hibernate查询 DTO
DTO-数据传输对象；pojo-最纯粹的java对象与数据库中的表一一对应。简单讲：DTO起到业务数据的传递作用，pojo则与持久层数据库打交道。有时候我们需要查询返回DTO对象，因为DTO
Partition List hcx2013 partition
Given a linked list and a value x, partition it such that all nodes less than x come before nodes greater than or equal to x. You should preserve the original relative order of th
Spring MVC测试框架详解——客户端测试 jinnianshilongnian
上一篇《Spring MVC测试框架详解——服务端测试》已经介绍了服务端测试，接下来再看看如果测试Rest客户端，对于客户端测试以前经常使用的方法是启动一个内嵌的jetty/tomcat容器，然后发送真实的请求到相应的控制器；这种方式的缺点就是速度慢；自Spring 3.2开始提供了对RestTemplate的模拟服务器测试方式，也就是说使用RestTemplate测试时无须启动服务器，而是模拟一
关于推荐个人观点 liyonghui160com 推荐系统关于推荐个人观点
回想起来，我也做推荐了3年多了，最近公司做了调整招聘了很多算法工程师，以为需要多么高大上的算法才能搭建起来的，从实践中走过来，我只想说【不是这样的】第一次接触推荐系统是在四年前入职的时候，那时候，机器学习和大数据都是没有的概念，什么大数据处理开源软件根本不存在，我们用多台计算机web程序记录用户行为，用.net的w
不间断旋转的动画 pangyulei 动画
CABasicAnimation* rotationAnimation; rotationAnimation = [CABasicAnimation animationWithKeyPath:@"transform.rotation.z"]; rotationAnimation.toValue = [NSNumber numberWithFloat: M
自定义annotation sha1064616837 java enum annotation reflect
对象有的属性在页面上可编辑，有的属性在页面只可读，以前都是我们在页面上写死的，时间一久有时候会混乱，此处通过自定义annotation在类属性中定义。越来越发现Java的Annotation真心很强大，可以帮我们省去很多代码，让代码看上去简洁。下面这个例子主要用到了 1.自定义annotation：@interface，以及几个配合着自定义注解使用的几个注解 2.简单的反射 3.枚举
Spring 源码 up2pu spring
1.Spring源代码 https://github.com/SpringSource/spring-framework/branches/3.2.x 注：兼容svn检出 2.运行脚本 import-into-eclipse.bat 注：需要设置JAVA_HOME为jdk 1.7 build.gradle compileJava { sourceCompatibilit
利用word分词来计算文本相似度 yangshangchuan word word分词文本相似度余弦相似度简单共有词
word分词提供了多种文本相似度计算方式：方式一：余弦相似度，通过计算两个向量的夹角余弦值来评估他们的相似度实现类：org.apdplat.word.analysis.CosineTextSimilarity 用法如下： String text1 = "我爱购物"; String text2 = "我爱读书"; String text3 =