【今日CV 计算机视觉论文速览】 26 Mar 2019

今日CS.CV计算机视觉论文速览
Tue, 26 Mar 2019
Totally 78 papers
?昨日速览, ✈更多精彩请移步主页

【今日CV 计算机视觉论文速览】 26 Mar 2019_第1张图片

Interesting:

?SRFBN基于反馈网络的图像超分辨, 基于反馈机制和RNN序列来提升图像超分辨效果(from 四川大学)
【今日CV 计算机视觉论文速览】 26 Mar 2019_第2张图片【今日CV 计算机视觉论文速览】 26 Mar 2019_第3张图片
code:https://github.com/Paper99/SRFBN_CVPR19

?DeepRED,利用去噪的正则化来处理图像逆问题,包括去噪、修复、超分辨等。可以看做是deep image prior的改进 (from Technion,,谷歌)
【今日CV 计算机视觉论文速览】 26 Mar 2019_第4张图片【今日CV 计算机视觉论文速览】 26 Mar 2019_第5张图片
ref:https://arxiv.org/pdf/1806.02296.pdf
稀疏表示和变换:
http://www4.comp.polyu.edu.hk/~cslzhang/NCSR.htm
http://www.cs.tut.fi/~foi/GCF-BM3D/
相关数据:

?DenseBody, 单张照片生成人体位姿和外形。(from 云从科技)
【今日CV 计算机视觉论文速览】 26 Mar 2019_第6张图片
相关数据集:Human3.6M, SURREAL and UP-3D

?MeshGAN, 非线性3D人脸形变模型,提出了直接处理三维数据的MeshGan(from 帝国理工)
【今日CV 计算机视觉论文速览】 26 Mar 2019_第7张图片
相关数据集合:3dMD,4DFAB
相关方法:CoMA
相关三维卷积:Spectral graph CNNs. Bruna et al. [12] ,ChebNet. Defferrard et al. [22],f BEGAN [6]
ref:三维运动捕捉公司:http://www.3dmd.com/

?基于R-CNN的虹膜检测系统, 将虹膜作为两个同心圆进行分割,从眼睛图像中分割出不包括瞳孔的虹膜图像(from 昆山杜克大学)
【今日CV 计算机视觉论文速览】 26 Mar 2019_第8张图片
相关数据集:(i) NICE-II and (ii) MICHE (GS4, IP5 and GT2).

?ShopSign, 一个多样性的街道招牌中文文字识别数据集,包含了25362个商店门牌和196010文字行,来源于多种手机拍摄的数据,以及多种不同材质的招牌。(from 河南大学 )
【今日CV 计算机视觉论文速览】 26 Mar 2019_第9张图片
code and dataset:https://github.com/chongshengzhang/shopsign
相关方法: CTPN, TextBoxes++ and EAST
相关数据集:CTW,RCTW,CVPR2018mtmi


Daily Computer Vision Papers

1.Title: DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction
Authors:Zhihui Guo, Junjie Bai, Yi Lu, Xin Wang, Kunlin Cao, Qi Song, Milan Sonka, Youbing Yin
2.Title: CODA: Counting Objects via Scale-aware Adversarial Density Adaption
Authors:Li Wang, Yongbo Li, Xiangyang Xue
3.Title: Scale-Adaptive Neural Dense Features: Learning via Hierarchical Context Aggregation
Authors:Jaime Spencer, Richard Bowden, Simon Hadfield
4.Title: Locomotion and gesture tracking in mice and small animals for neurosceince applications: A survey
Authors:Waseem Abbas, David Masip Rodo
5.Title: ShopSign: a Diverse Scene Text Dataset of Chinese Shop Signs in Street Views
Authors:Chongsheng Zhang, Guowen Peng, Yuefeng Tao, Feifei Fu, Wei Jiang, George Almpanidis, Ke Chen
6.Title: MeshGAN: Non-linear 3D Morphable Models of Faces
Authors:Shiyang Cheng, Michael Bronstein, Yuxiang Zhou, Irene Kotsia, Maja Pantic, Stefanos Zafeiriou
7.Title: Structured 2D Representation of 3D Data for Shape Processing
Authors:Kripasindhu Sarkar, Elizabeth Mathews, Didier Stricker
8.Title: Noise-Tolerant Paradigm for Training Face Recognition CNNs
Authors:Wei Hu, Yangyu Huang, Fan Zhang, Ruirui Li
9.Title: Apple Leaf Disease Identification through Region-of-Interest-Aware Deep Convolutional Neural Network
Authors:Hee-Jin Yu, Chang-Hwan Son
10.Title: CoSegNet: Deep Co-Segmentation of 3D Shapes with Group Consistency Loss
Authors:Chenyang Zhu, Kai Xu, Siddhartha Chaudhuri, Li Yi, Leonidas Guibas, Hao Zhang
11.Title: MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning
Authors:Zechun Liu, Haoyuan Mu, Xiangyu Zhang, Zichao Guo, Xin Yang, Tim Kwang-Ting Cheng, Jian Sun
12.Title: Convolutional neural network for breathing phase detection in lung sounds
Authors:Cristina Jácome, Johan Ravn, Einar Holsbø, Juan Carlos Aviles-Solis, Hasse Melbye, Lars Ailo Bongo
13.Title: Learning from Adversarial Features for Few-Shot Classification
Authors:Wei Shen, Ziqiang Shi, Jun Sun
14.Title: Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation
Authors:Lei Zhang, Shanshan Wang, Guang-Bin Huang, Wangmeng Zuo, Jian Yang, David Zhang
15.Title: Physics-based Neural Networks for Shape from Polarization
Authors:Yunhao Ba, Rui Chen, Yiqin Wang, Lei Yan, Boxin Shi, Achuta Kadambi
16.Title: Accurate Global Trajectory Alignment using Poles and Road Markings
Authors:Haohao Hu, Marc Sons, Christoph Stiller
17.Title: Dual Variational Generation for Low-Shot Heterogeneous Face Recognition
Authors:Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He
18.Title: DeepRED: Deep Image Prior Powered by RED
Authors:Gary Mataev, Michael Elad, Peyman Milanfar
19.Title: A Novel Method for the Absolute Pose Problem with Pairwise Constraints
Authors:Yinlong Liu, Xuechen Li, Manning Wang, Guang Chen, Zhijian Song, Alois Knoll
20.Title: Looking Fast and Slow: Memory-Guided Mobile Video Object Detection
Authors:Mason Liu, Menglong Zhu, Marie White, Yinxiao Li, Dmitry Kalenichenko
21.Title: LOGAN: Unpaired Shape Transform in Latent Overcomplete Space
Authors:Kangxue Yin, Zhiqin Chen, Hui Huang, Daniel Cohen-Or, Hao Zhang
22.Title: Efficient Tracking Proposals using 2D-3D Siamese Networks on LIDAR
Authors:Jesus Zarzar, Silvio Giancola, Bernard Ghanem
23.Title: Down-Scaling with Learned Kernels in Multi-Scale Deep Neural Networks for Non-Uniform Single Image Deblurring
Authors:Dongwon Park, Jisoo Kim, Se Young Chun
24.Title: DenseBody: Directly Regressing Dense 3D Human Pose and Shape From a Single Color Image
Authors:Pengfei Yao, Zheng Fang, Fan Wu, Yao Feng, Jiwei Li
25.Title: SAC-Net: Spatial Attenuation Context for Salient Object Detection
Authors:Xiaowei Hu, Chi-Wing Fu, Lei Zhu, Pheng-Ann Heng
26.Title: Depth Augmented Networks with Optimal Fine-tuning
Authors:Tasfia Shermin, Manzur Murshed, Shyh Wei Teng, Guojun Lu
27.Title: PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain
Authors:Sheng You, Ning You, Minxue Pan
28.Title: Weakly-Supervised Unconstrained Action Unit Detection via Feature Disentanglement
Authors:Zhiwen Shao, Jianfei Cai, Tat-Jen Cham, Xuequan Lu, Lizhuang Ma
29.Title: Iris R-CNN: Accurate Iris Segmentation in Non-cooperative Environment
Authors:Chunyang Feng, Yufeng Sun, Xin Li
30.Title: Combining Transfer Learning And Segmentation Information with GANs for Training Data Independent Image Registration
Authors:Dwarikanath Mahapatra, Zongyuan Ge
31.Title: f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning
Authors:Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata
32.Title: Recurrent Back-Projection Network for Video Super-Resolution
Authors:Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita
33.Title: Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation
Authors:Christy Y. Li, Xiaodan Liang, Zhiting Hu, Eric P. Xing
34.Title: Residual Non-local Attention Networks for Image Restoration
Authors:Yulun Zhang, Kunpeng Li, Kai Li, Bineng Zhong, Yun Fu
35.Title: Convolutional Neural Networks for Multi-class Histopathology Image Classification
Authors:Muhammed Talo
36.Title: Needle in a Haystack: A Framework for Seeking Small Objects in Big Datasets
Authors:Joel Brogan, Aparna Bharati, Daniel Moreira, Kevin Bowyer, Patrick Flynn, Anderson Rocha, Walter Scheirer
37.Title: PLMP - Point-Line Minimal Problems in Complete Multi-View Visibility
Authors:Timothy Duff, Kathlén Kohn, Anton Leykin, Tomas Pajdla
38.Title: Cluster Alignment with a Teacher for Unsupervised Domain Adaptation
Authors:Zhijie Deng, Yucen Luo, Jun Zhu
39.Title: Joint Learning of Discriminative Low-dimensional Image Representations Based on Dictionary Learning and Two-layer Orthogonal Projections
Authors:Xian Wei, Hao Shen, Yuanxiang Li, Xuan Tang, Bo Jin, Lijun Zhao, Yi Lu Murphey
40.Title: Periphery-Fovea Multi-Resolution Driving Model guided by Human Attention
Authors:Ye Xia, Jinkyu Kim, John Canny, Karl Zipser, David Whitney
41.Title: Variational Inference with Latent Space Quantization for Adversarial Resilience
Authors:Vinay Kyatham, Prathosh A. P., Deepak Mishra, Tarun Kumar Yadav, Dheeraj Mundhra
42.Title: KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation
Authors:Kanav Vats, Helmut Neher, Alexander Wong, David A. Clausi, John Zelek
43.Title: SRGAN: Training Dataset Matters
Authors:Nao Takano, Gita Alaghband
44.Title: Efficiently utilizing complex-valued PolSAR image data via a multi-task deep learning framework
Authors:Lamei Zhang, Hongwei Dong, Bin Zou
45.Title: sharpDARTS: Faster and More Accurate Differentiable Architecture Search
Authors:Andrew Hundt, Varun Jain, Gregory D. Hager
46.Title: Distributed Lossy Image Compression with Recurrent Networks
Authors:Enmao Diao, Jie Ding, Vahid Tarokh
47.Title: An End-to-end Framework For Integrated Pulmonary Nodule Detection and False Positive Reduction
Authors:Hao Tang, Xingwei Liu, Xiaohui Xie
48.Title: Automatic Pulmonary Lobe Segmentation Using Deep Learning
Authors:Hao Tang, Chupeng Zhang, Xiaohui Xie
49.Title: Automated pulmonary nodule detection using 3D deep convolutional neural networks
Authors:Hao Tang, Daniel R. Kim, Xiaohui Xie
50.Title: StartNet: Online Detection of Action Start in Untrimmed Videos
Authors:Mingfei Gao, Mingze Xu, Larry S. Davis, Richard Socher, Caiming Xiong
51.Title: Monocular 3D Object Detection with Pseudo-LiDAR Point Cloud
Authors:Xinshuo Weng, Kris Kitani
52.Title: Rotated Feature Network for multi-orientation object detection
Authors:Zhixin Zhang, Xudong Chen, Jie Lie, Kaibo Zhou
53.Title: Curve Text Detection with Local Segmentation Network and Curve Connection
Authors:Zhao Zhou, Shufan Wu, Shuchen Kong, Yingbin Zheng, Hao Ye, Luhui Chen, Jian Pu
54.Title: 1D-Convolutional Capsule Network for Hyperspectral Image Classification
Authors:Haitao Zhang, Lingguo Meng, Xian Wei, Xiaoliang Tang, Xuan Tang, Xingping Wang, Bo Jin, Wei Yao
55.Title: Color Filter Arrays for Quanta Image Sensors
Authors:Omar A. Elgendy, Stanley H. Chan
56.Title: Feedback Network for Image Super-Resolution
Authors:Zhen Li, Jinglei Yang, Zheng Liu, Xiaomin Yang, Gwanggil Jeon, Wei Wu
57.Title: Semantic denoising autoencoders for retinal optical coherence tomography
Authors:Max-Heinrich Laves, Sontje Ihler, Lüder Alexander Kahrs, Tobias Ortmaier
58.Title: Spatially-weighted Anomaly Detection with Regression Model
Authors:Daiki Kimura, Minori Narita, Asim Munawar, Ryuki Tachibana
59.Title: An End-to-End Network for Generating Social Relationship Graphs
Authors:Arushi Goel, Keng Teck Ma, Cheston Tan
60.Title: What Synthesis is Missing: Depth Adaptation Integrated with Weak Supervision for Indoor Scene Parsing
Authors:Keng-Chi Liu, Yi-Ting Shen, Jan P. Klopp, Liang-Gee Chen
61.Title: Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification
Authors:Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, Yi Yang
62.Title: Fast Underwater Image Enhancement for Improved Visual Perception
Authors:Md Jahidul Islam, Youya Xia, Junaed Sattar
63.Title: Scene Understanding for Autonomous Manipulation with Deep Learning
Authors:Anh Nguyen
64.Title: Photorealistic Style Transfer via Wavelet Transforms
Authors:Jaejun Yoo, Youngjung Uh, Sanghyuk Chun, Byeongkyu Kang, Jung-Woo Ha
65.Title: Trifocal Relative Pose from Lines at Points and its Efficient Solution
Authors:Ricardo Fabbri, Timothy Duff, Hongyi Fan, Margaret Regan, David da Costa de Pinho, Elias Tsigaridas, Charles Wrampler, Jonathan Hauenstein, Benjamin Kimia, Anton Leykin, Tomas Pajdla
66.Title: Residual Pyramid Learning for Single-Shot Semantic Segmentation
Authors:Xiaoyu Chen, Xiaotian Lou, Lianfa Bai, Jing Han
67.Title: Fast LLMMSE filter for low-dose CT imaging
Authors:Fengling Wang, Bowen Lin, Shujun Fu, Shiling Xie, Zhigang Zhao, Yuliang Li
68.Title: Generative Adversarial Minority Oversampling
Authors:Sankha Subhra Mullick, Shounak Datta, Swagatam Das
69.Title: Capsule Networks with Max-Min Normalization
Authors:Zhen Zhao, Ashley Kleinhans, Gursharan Sandhu, Ishan Patel, K. P. Unnikrishnan
70.Title: Exploiting Excessive Invariance caused by Norm-Bounded Adversarial Robustness
Authors:Jörn-Henrik Jacobsen, Jens Behrmannn, Nicholas Carlini, Florian Tramèr, Nicolas Papernot
71.Title: The functional role of cue-driven feature-based feedback in object recognition
Authors:Sushrut Thorat, Marcel van Gerven, Marius Peelen
72.Title: Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks
Authors:Amanda Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giro-i-Nieto
73.Title: Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing
Authors:Hao Fu*, Chunyuan Li*, Xiaodong Liu, Jianfeng Gao, Asli Celikyilmaz, Lawrence Carin
74.Title: End-to-End Learning Using Cycle Consistency for Image-to-Caption Transformations
Authors:Keisuke Hagiwara, Yusuke Mukuta, Tatsuya Harada
75.Title: One time is not enough: iterative tensor decomposition for neural network compression
Authors:Julia Gusak, Maksym Kholyavchenko, Evgeny Ponomarev, Larisa Markeeva, Ivan Oseledets, Andrzej Cichocki,
76.Title: BitSplit-Net: Multi-bit Deep Neural Network with Bitwise Activation Function
Authors:Hyungjun Kim, Yulhwa Kim, Sungju Ryu, Jae-Joon Kim
77.Title: Improving Adversarial Robustness via Guided Complement Entropy
Authors:Hao-Yun Chen, Jhao-Hong Liang, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan
78.Title: Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM
Authors:Shaokai Ye, Xiaoyu Feng, Tianyun Zhang, Xiaolong Ma, Sheng Lin, Zhengang Li, Kaidi Xu, Wujie Wen, Sijia Liu, Jian Tang, Makan Fardad, Xue Lin, Yongpan Liu, Yanzhi Wang

Papers from arxiv.org

更多精彩请移步主页


【今日CV 计算机视觉论文速览】 26 Mar 2019_第10张图片
pic from pixels.com

你可能感兴趣的:(视觉,计算机视觉,机器学习,可视化,目标检测,Papers,点云)