【今日CV 视觉论文速览】Fri, 15 Feb 2019

今日CS.CV计算机视觉论文速览
Fri, 15 Feb 2019
Totally 49 papers

Daily Computer Vision Papers

[1] Title: Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing
Authors:Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez
[2] Title: MultiGrain: a unified image embedding for classes and instances
Authors:Maxim Berman, Hervé Jégou, Andrea Vedaldi, Iasonas Kokkinos, Matthijs Douze
[3] Title: Instance Segmentation as Image Segmentation Annotation
Authors:Thomio Watanabe, Denis Wolf
[4] Title: Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification
Authors:Colin Samplawski, Heesung Kwon, Erik Learned-Miller, Benjamin M. Marlin
[5] Title: Exploring Frame Segmentation Networks for Temporal Action Localization
Authors:Ke Yang, Xiaolong Shen, Peng Qiao, Shijie Li, Dongsheng Li, Yong Dou
[6] Title: Situation-Aware Pedestrian Trajectory Prediction with Spatio-Temporal Attention Model
Authors:Sirin Haddad, Meiqing Wu, He Wei, Siew Kei Lam
[7] **Title: Predicting Food Security Outcomes Using Convolutional Neural Networks (CNNs) for Satellite Tasking
Authors:Swetava Ganguli, Jared Dunnmon, Darren Hau
[8] *Title: Highly Efficient Follicular Segmentation in Thyroid Cytopathological Whole Slide Image
Authors:Siyan Tao, Yao Guo, Chuang Zhu, Huang Chen, Yue Zhang, Jie Yang, Jun Liu
[9] Title: Structured Bayesian Compression for Deep models in mobile enabled devices for connected healthcare
Authors:Sijia Chen, Bin Song, Xiaojiang Du, Nadra Guizani
[10] Title: Field of Interest Prediction for Computer-Aided Mitotic Count
Authors:Marc Aubreville, Christof A. Bertram, Christian Marzahl, Corinne Gurtner, Martina Dettwiler, Anja Schmidt, Florian Bartenschlager, Sophie Merz, Marco Fragoso, Olivia Kershaw, Robert Klopfleisch, Andreas Maier
[11] **Title: Yelp Food Identification via Image Feature Extraction and Classification
Authors:Fanbo Sun, Zhixiang Gu, Bo Feng
[12] Title: Improving Facial Emotion Recognition Systems Using Gradient and Laplacian Images
Authors:Ram Krishna Pandey, Souvik Karmakar, A G Ramakrishnan, Nabagata Saha
[13] Title: Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT
Authors:Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Pim A. de Jong, Nikolas Lessmann, Ivana Isgum
[14] *Title: Spectral-Spatial Diffusion Geometry for Hyperspectral Image Clustering
Authors:James M. Murphy, Mauro Maggioni
[15] Title: Improving Deep Image Clustering With Spatial Transformer Layers
Authors:Thiago V.M. Souza, Cleber Zanchettin
[16] Title: Data-Driven Vehicle Trajectory Forecasting
Authors:Shayan Jawed, Eya Boumaiza, Josif Grabocka, Lars Schmidt-Thieme
[17] Title: An Algorithm Unrolling Approach to Deep Image Deblurring
Authors:Yuelong Li, Mohammad Tofighi, Vishal Monga, Yonina C. Eldar
[18] Title: Semi-Supervised and Task-Driven Data Augmentation
Authors:Krishna Chaitanya, Neerav Karani, Christian Baumgartner, Ender Konukoglu
[19] Title: Realistic Image Generation using Region-phrase Attention
Authors:Wanming Huang, Yida Xu, Ian Oppermann
[20] *Title: Object Detection and 3D Estimation via an FMCW Radar Using a Fully Convolutional Network
Authors:Guoqiang Zhang, Haopeng Li, Fabian Wenger
[21] *Title: Multi-Kernel Prediction Networks for Denoising of Burst Images
Authors:Talmaj Marinč, Vignesh Srinivasan, Serhan Gül, Cornelius Hellge, Wojciech Samek
[22] *Title: Deep Learning for Bridge Load Capacity Estimation in Post-Disaster and -Conflict Zones
Authors:Arya Pamuncak, Weisi Guo, Ahmed Soliman Khaled, Irwanda Laory
[23] *Title: DeepIrisNet2: Learning Deep-IrisCodes from Scratch for Segmentation-Robust Visible Wavelength and Near Infrared Iris Recognition
Authors:Abhishek Gangwar, Akanksha Joshi, Padmaja Joshi, R. Raghavendra
[24] *Title: Fingerprint Recognition under Missing Image Pixels Scenario
Authors:Dejan Brajovic, Kristina Tomovic, Jovan Radonjic
[25] *Title: Face Recognition using Compressive Sensing
Authors:Slavko Kovacevic, Vuko Djaletic, Jelena Vukovic
[26] Title: Simultaneous x, y Pixel Estimation and Feature Extraction for Multiple Small Objects in a Scene: A Description of the ALIEN Network
Authors:Seth Zuckerman, Timothy Klein, Alexander Boxer, Christopher Goldman, Brian Lang
[27] *Title: License Plate Recognition with Compressive Sensing Based Feature Extraction
Authors:Andrej Jokic, Nikola Vukovic
[28] *Title: Understanding Beauty via Deep Facial Features
Authors:Xudong Liu, Tao Li, Hao Peng, Iris Chuoying Ouyang, Taehwan Kim, Ruizhe Wang
[29] *Title: Improving Dense Crowd Counting Convolutional Neural Networks using Inverse k-Nearest Neighbor Maps and Multiscale Upsampling
Authors:Greg Olmschenk, Hao Tang, Zhigang Zhu
[30] *Title: Learning icons appearance similarity
Authors:Manuel Lagunas, Elena Garces, Diego Gutierrez
[31] *Title: UrbanFM: Inferring Fine-Grained Urban Flows
Authors:Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng
[32] Title: Robust Encoder-Decoder Learning Framework towards Offline Handwritten Mathematical Expression Recognition Based on Multi-Scale Deep Neural Network
Authors:Guangcun Shan, Hongyu Wang, Wei Liang, Kai Chen
[33] Title: A Tangent Distance Preserving Dimensionality Reduction Algorithm
Authors:Xu Zhao, Zongli Jiang
[34] *Title: Sparse and noisy LiDAR completion with RGB guidance and uncertainty
Authors:Wouter Van Gansbeke, Davy Neven, Bert De Brabandere, Luc Van Gool
[35] Title: Dynamical system based obstacle avoidance via manipulating orthogonal coordinates
Authors:Weiya Ren
[36] *Title: Automatic Labeled LiDAR Data Generation based on Precise Human Model
Authors:Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi, Yoko Sasaki
[37] *Title: Breast Cancer: Model Reconstruction and Image Registration from Segmented Deformed Image using Visual and Force based Analysis
Authors:Shuvendu Rana, Rory Hampson, Gordon Dobie
[38] *Title: Deep HVS-IQA Net: Human Visual System Inspired Deep Image Quality Assessment Networks
Authors:Soomin Seo, Sehwan Ki, Munchurl Kim
[39] *Title: On instabilities of deep learning in image reconstruction - Does AI come at a cost?
Authors:Vegard Antun, Francesco Renna, Clarice Poon, Ben Adcock, Anders C. Hansen
[40] Title: Box-level Segmentation Supervised Deep Neural Networks for Accurate and Real-time Multispectral Pedestrian Detection
Authors:Yanpeng Cao, Dayan Guan, Yulun Wu, Jiangxin Yang, Yanlong Cao, Michael Ying Yang
[41] Title: Computed tomography data collection of the complete human mandible and valid clinical ground truth models
Authors:Jürgen Wallner, Irene Mischak, Jan Egger
[42] *Title: 3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation
Authors:Zhidong Liang, Ming Yang, Chunxiang Wang
[43] Title: Long and Short Memory Balancing in Visual Co-Tracking using Q-Learning
Authors:Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba
[44] *Title: Non-contact photoplethysmogram and instantaneous heart rate estimation from infrared face video
Authors:Natalia Martinez, Martin Bertran, Guillermo Sapiro, Hau-Tieng Wu
[45] *Title: DeeperLab: Single-Shot Image Parser
Authors:Tien-Ju Yang, Maxwell D. Collins, Yukun Zhu, Jyh-Jing Hwang, Ting Liu, Xiao Zhang, Vivienne Sze, George Papandreou, Liang-Chieh Chen
[46] Title: Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity
Authors:Deepak Pathak, Chris Lu, Trevor Darrell, Phillip Isola, Alexei A. Efros
[47] Title: Unsupervised Visuomotor Control through Distributional Planning Networks
Authors:Tianhe Yu, Gleb Shevchuk, Dorsa Sadigh, Chelsea Finn
[48] *Title: Predicting Ergonomic Risks During Indoor Object Manipulation Using Spatiotemporal Convolutional Networks
Authors:Behnoosh Parsa, Ekta U. Samani, Rose Hendrix, Shashi M. Singh, Santosh Devasia, Ashis G. Banerjee
[49] Title: On the Convergence of Extended Variational Inference for Non-Gaussian Statistical Models
Authors:Zhanyu Ma, Jalil Taghia, Jun Guo

Papers from arxiv.org

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