Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXVII [1st ed.] 9783030585822, 9783030585839

Table of contents :
Front Matter ....Pages i-xlii
Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces from Images (Matthew Purri, Kristin Dana)....Pages 1-20
Accurate Optimization of Weighted Nuclear Norm for Non-Rigid Structure from Motion (José Pedro Iglesias, Carl Olsson, Marcus Valtonen Örnhag)....Pages 21-37
Proposal-Based Video Completion (Yuan-Ting Hu, Heng Wang, Nicolas Ballas, Kristen Grauman, Alexander G. Schwing)....Pages 38-54
HGNet: Hybrid Generative Network for Zero-Shot Domain Adaptation (Haifeng Xia, Zhengming Ding)....Pages 55-70
Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding (Kaihao Zhang, Wenhan Luo, Wenqi Ren, Jingwen Wang, Fang Zhao, Lin Ma et al.)....Pages 71-89
DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks (Hassan Dbouk, Hetul Sanghvi, Mahesh Mehendale, Naresh Shanbhag)....Pages 90-106
All at Once: Temporally Adaptive Multi-frame Interpolation with Advanced Motion Modeling (Zhixiang Chi, Rasoul Mohammadi Nasiri, Zheng Liu, Juwei Lu, Jin Tang, Konstantinos N. Plataniotis)....Pages 107-123
A Broader Study of Cross-Domain Few-Shot Learning (Yunhui Guo, Noel C. Codella, Leonid Karlinsky, James V. Codella, John R. Smith, Kate Saenko et al.)....Pages 124-141
Practical Poisoning Attacks on Neural Networks (Junfeng Guo, Cong Liu)....Pages 142-158
Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification (Djebril Mekhazni, Amran Bhuiyan, George Ekladious, Eric Granger)....Pages 159-174
Learn Distributed GAN with Temporary Discriminators (Hui Qu, Yikai Zhang, Qi Chang, Zhennan Yan, Chao Chen, Dimitris Metaxas)....Pages 175-192
SemifreddoNets: Partially Frozen Neural Networks for Efficient Computer Vision Systems (Leo F. Isikdogan, Bhavin V. Nayak, Chyuan-Tyng Wu, Joao Peralta Moreira, Sushma Rao, Gilad Michael)....Pages 193-208
Improving Adversarial Robustness by Enforcing Local and Global Compactness (Anh Bui, Trung Le, He Zhao, Paul Montague, Olivier deVel, Tamas Abraham et al.)....Pages 209-223
TopoAL: An Adversarial Learning Approach for Topology-Aware Road Segmentation (Subeesh Vasu, Mateusz Kozinski, Leonardo Citraro, Pascal Fua)....Pages 224-240
Channel Selection Using Gumbel Softmax (Charles Herrmann, Richard Strong Bowen, Ramin Zabih)....Pages 241-257
Exploiting Temporal Coherence for Self-Supervised One-Shot Video Re-identification (Dripta S. Raychaudhuri, Amit K. Roy-Chowdhury)....Pages 258-274
An Efficient Training Framework for Reversible Neural Architectures (Zixuan Jiang, Keren Zhu, Mingjie Liu, Jiaqi Gu, David Z. Pan)....Pages 275-289
Box2Seg: Attention Weighted Loss and Discriminative Feature Learning for Weakly Supervised Segmentation (Viveka Kulharia, Siddhartha Chandra, Amit Agrawal, Philip Torr, Ambrish Tyagi)....Pages 290-308
FreeCam3D: Snapshot Structured Light 3D with Freely-Moving Cameras (Yicheng Wu, Vivek Boominathan, Xuan Zhao, Jacob T. Robinson, Hiroshi Kawasaki, Aswin Sankaranarayanan et al.)....Pages 309-325
One-Pixel Signature: Characterizing CNN Models for Backdoor Detection (Shanjiaoyang Huang, Weiqi Peng, Zhiwei Jia, Zhuowen Tu)....Pages 326-341
Learning to Transfer Learn: Reinforcement Learning-Based Selection for Adaptive Transfer Learning (Linchao Zhu, Sercan Ö. Arık, Yi Yang, Tomas Pfister)....Pages 342-358
Structure-Aware Generation Network for Recipe Generation from Images (Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao)....Pages 359-374
A Simple and Effective Framework for Pairwise Deep Metric Learning (Qi Qi, Yan Yan, Zixuan Wu, Xiaoyu Wang, Tianbao Yang)....Pages 375-391
Meta-rPPG: Remote Heart Rate Estimation Using a Transductive Meta-learner (Eugene Lee, Evan Chen, Chen-Yi Lee)....Pages 392-409
A Recurrent Transformer Network for Novel View Action Synthesis (Kara Marie Schatz, Erik Quintanilla, Shruti Vyas, Yogesh S. Rawat)....Pages 410-426
Multi-view Action Recognition Using Cross-View Video Prediction (Shruti Vyas, Yogesh S. Rawat, Mubarak Shah)....Pages 427-444
Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation (Mingmin Zhen, Shiwei Li, Lei Zhou, Jiaxiang Shang, Haoan Feng, Tian Fang et al.)....Pages 445-462
SMART: Simultaneous Multi-Agent Recurrent Trajectory Prediction (N. N. Sriram, Buyu Liu, Francesco Pittaluga, Manmohan Chandraker)....Pages 463-479
Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation (Jinyu Yang, Weizhi An, Sheng Wang, Xinliang Zhu, Chaochao Yan, Junzhou Huang)....Pages 480-498
Efficient Outdoor 3D Point Cloud Semantic Segmentation for Critical Road Objects and Distributed Contexts (Chi-Chong Wong, Chi-Man Vong)....Pages 499-514
Attributional Robustness Training Using Input-Gradient Spatial Alignment (Mayank Singh, Nupur Kumari, Puneet Mangla, Abhishek Sinha, Vineeth N. Balasubramanian, Balaji Krishnamurthy)....Pages 515-533
Reducing the Sim-to-Real Gap for Event Cameras (Timo Stoffregen, Cedric Scheerlinck, Davide Scaramuzza, Tom Drummond, Nick Barnes, Lindsay Kleeman et al.)....Pages 534-549
Spatial Geometric Reasoning for Room Layout Estimation via Deep Reinforcement Learning (Liangliang Ren, Yangyang Song, Jiwen Lu, Jie Zhou)....Pages 550-565
Learning Data Augmentation Strategies for Object Detection (Barret Zoph, Ekin D. Cubuk, Golnaz Ghiasi, Tsung-Yi Lin, Jonathon Shlens, Quoc V. Le)....Pages 566-583
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search (Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan)....Pages 584-600
A Closer Look at Generalisation in RAVEN (Steven Spratley, Krista Ehinger, Tim Miller)....Pages 601-616
Supervised Edge Attention Network for Accurate Image Instance Segmentation (Xier Chen, Yanchao Lian, Licheng Jiao, Haoran Wang, YanJie Gao, Shi Lingling)....Pages 617-631
Discriminative Partial Domain Adversarial Network (Jian Hu, Hongya Tuo, Chao Wang, Lingfeng Qiao, Haowen Zhong, Junchi Yan et al.)....Pages 632-648
Differentiable Programming for Hyperspectral Unmixing Using a Physics-Based Dispersion Model (John Janiczek, Parth Thaker, Gautam Dasarathy, Christopher S. Edwards, Philip Christensen, Suren Jayasuriya)....Pages 649-666
Deep Cross-Species Feature Learning for Animal Face Recognition via Residual Interspecies Equivariant Network (Xiao Shi, Chenxue Yang, Xue Xia, Xiujuan Chai)....Pages 667-682
Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes (Liang Liao, Jing Xiao, Zheng Wang, Chia-Wen Lin, Shin’ichi Satoh)....Pages 683-700
Sound2Sight: Generating Visual Dynamics from Sound and Context (Moitreya Chatterjee, Anoop Cherian)....Pages 701-719
3D-CVF: Generating Joint Camera and LiDAR Features Using Cross-view Spatial Feature Fusion for 3D Object Detection (Jin Hyeok Yoo, Yecheol Kim, Jisong Kim, Jun Won Choi)....Pages 720-736
NoiseRank: Unsupervised Label Noise Reduction with Dependence Models (Karishma Sharma, Pinar Donmez, Enming Luo, Yan Liu, I. Zeki Yalniz)....Pages 737-753
Fast Adaptation to Super-Resolution Networks via Meta-learning (Seobin Park, Jinsu Yoo, Donghyeon Cho, Jiwon Kim, Tae Hyun Kim)....Pages 754-769
TP-LSD: Tri-Points Based Line Segment Detector (Siyu Huang, Fangbo Qin, Pengfei Xiong, Ning Ding, Yijia He, Xiao Liu)....Pages 770-785
Back Matter ....Pages 787-789

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