Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part I [1st ed.] 9783030584511, 9783030584528

Table of contents :
Front Matter ....Pages i-xlii
Quaternion Equivariant Capsule Networks for 3D Point Clouds (Yongheng Zhao, Tolga Birdal, Jan Eric Lenssen, Emanuele Menegatti, Leonidas Guibas, Federico Tombari)....Pages 1-19
DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares (Yizhak Ben-Shabat, Stephen Gould)....Pages 20-34
NSGANetV2: Evolutionary Multi-objective Surrogate-Assisted Neural Architecture Search (Zhichao Lu, Kalyanmoy Deb, Erik Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti)....Pages 35-51
Describing Textures Using Natural Language (Chenyun Wu, Mikayla Timm, Subhransu Maji)....Pages 52-70
Empowering Relational Network by Self-attention Augmented Conditional Random Fields for Group Activity Recognition (Rizard Renanda Adhi Pramono, Yie Tarng Chen, Wen Hsien Fang)....Pages 71-90
AiR: Attention with Reasoning Capability (Shi Chen, Ming Jiang, Jinhui Yang, Qi Zhao)....Pages 91-107
Self6D: Self-supervised Monocular 6D Object Pose Estimation (Gu Wang, Fabian Manhardt, Jianzhun Shao, Xiangyang Ji, Nassir Navab, Federico Tombari)....Pages 108-125
Invertible Image Rescaling (Mingqing Xiao, Shuxin Zheng, Chang Liu, Yaolong Wang, Di He, Guolin Ke et al.)....Pages 126-144
Synthesize Then Compare: Detecting Failures and Anomalies for Semantic Segmentation (Yingda Xia, Yi Zhang, Fengze Liu, Wei Shen, Alan L. Yuille)....Pages 145-161
House-GAN: Relational Generative Adversarial Networks for Graph-Constrained House Layout Generation (Nelson Nauata, Kai-Hung Chang, Chin-Yi Cheng, Greg Mori, Yasutaka Furukawa)....Pages 162-177
Crowdsampling the Plenoptic Function (Zhengqi Li, Wenqi Xian, Abe Davis, Noah Snavely)....Pages 178-196
VoxelPose: Towards Multi-camera 3D Human Pose Estimation in Wild Environment (Hanyue Tu, Chunyu Wang, Wenjun Zeng)....Pages 197-212
End-to-End Object Detection with Transformers (Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, Sergey Zagoruyko)....Pages 213-229
DeepSFM: Structure from Motion via Deep Bundle Adjustment (Xingkui Wei, Yinda Zhang, Zhuwen Li, Yanwei Fu, Xiangyang Xue)....Pages 230-247
Ladybird: Quasi-Monte Carlo Sampling for Deep Implicit Field Based 3D Reconstruction with Symmetry (Yifan Xu, Tianqi Fan, Yi Yuan, Gurprit Singh)....Pages 248-263
Segment as Points for Efficient Online Multi-Object Tracking and Segmentation (Zhenbo Xu, Wei Zhang, Xiao Tan, Wei Yang, Huan Huang, Shilei Wen et al.)....Pages 264-281
Conditional Convolutions for Instance Segmentation (Zhi Tian, Chunhua Shen, Hao Chen)....Pages 282-298
MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution (Taojiannan Yang, Sijie Zhu, Chen Chen, Shen Yan, Mi Zhang, Andrew Willis)....Pages 299-315
Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset (Menglin Jia, Mengyun Shi, Mikhail Sirotenko, Yin Cui, Claire Cardie, Bharath Hariharan et al.)....Pages 316-332
Privacy Preserving Structure-from-Motion (Marcel Geppert, Viktor Larsson, Pablo Speciale, Johannes L. Schönberger, Marc Pollefeys)....Pages 333-350
Rewriting a Deep Generative Model (David Bau, Steven Liu, Tongzhou Wang, Jun-Yan Zhu, Antonio Torralba)....Pages 351-369
Compare and Reweight: Distinctive Image Captioning Using Similar Images Sets (Jiuniu Wang, Wenjia Xu, Qingzhong Wang, Antoni B. Chan)....Pages 370-386
Long-Term Human Motion Prediction with Scene Context (Zhe Cao, Hang Gao, Karttikeya Mangalam, Qi-Zhi Cai, Minh Vo, Jitendra Malik)....Pages 387-404
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis (Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik, Jonathan T. Barron, Ravi Ramamoorthi, Ren Ng)....Pages 405-421
ReferIt3D: Neural Listeners for Fine-Grained 3D Object Identification in Real-World Scenes (Panos Achlioptas, Ahmed Abdelreheem, Fei Xia, Mohamed Elhoseiny, Leonidas Guibas)....Pages 422-440
MatryODShka: Real-time 6DoF Video View Synthesis Using Multi-sphere Images (Benjamin Attal, Selena Ling, Aaron Gokaslan, Christian Richardt, James Tompkin)....Pages 441-459
Learning and Aggregating Deep Local Descriptors for Instance-Level Recognition (Giorgos Tolias, Tomas Jenicek, Ondřej Chum)....Pages 460-477
A Consistently Fast and Globally Optimal Solution to the Perspective-n-Point Problem (George Terzakis, Manolis Lourakis)....Pages 478-494
Learn to Recover Visible Color for Video Surveillance in a Day (Guangming Wu, Yinqiang Zheng, Zhiling Guo, Zekun Cai, Xiaodan Shi, Xin Ding et al.)....Pages 495-511
Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images (Heming Zhu, Yu Cao, Hang Jin, Weikai Chen, Dong Du, Zhangye Wang et al.)....Pages 512-530
Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation (Zhenda Xie, Zheng Zhang, Xizhou Zhu, Gao Huang, Stephen Lin)....Pages 531-548
BorderDet: Border Feature for Dense Object Detection (Han Qiu, Yuchen Ma, Zeming Li, Songtao Liu, Jian Sun)....Pages 549-564
Regularization with Latent Space Virtual Adversarial Training (Genki Osada, Budrul Ahsan, Revoti Prasad Bora, Takashi Nishide)....Pages 565-581
Du2Net: Learning Depth Estimation from Dual-Cameras and Dual-Pixels (Yinda Zhang, Neal Wadhwa, Sergio Orts-Escolano, Christian Häne, Sean Fanello, Rahul Garg)....Pages 582-598
Model-Agnostic Boundary-Adversarial Sampling for Test-Time Generalization in Few-Shot Learning (Jaekyeom Kim, Hyoungseok Kim, Gunhee Kim)....Pages 599-617
Targeted Attack for Deep Hashing Based Retrieval (Jiawang Bai, Bin Chen, Yiming Li, Dongxian Wu, Weiwei Guo, Shu-Tao Xia et al.)....Pages 618-634
Gradient Centralization: A New Optimization Technique for Deep Neural Networks (Hongwei Yong, Jianqiang Huang, Xiansheng Hua, Lei Zhang)....Pages 635-652
Content-Aware Unsupervised Deep Homography Estimation (Jirong Zhang, Chuan Wang, Shuaicheng Liu, Lanpeng Jia, Nianjin Ye, Jue Wang et al.)....Pages 653-669
Multi-view Optimization of Local Feature Geometry (Mihai Dusmanu, Johannes L. Schönberger, Marc Pollefeys)....Pages 670-686
The Phong Surface: Efficient 3D Model Fitting Using Lifted Optimization (Jingjing Shen, Thomas J. Cashman, Qi Ye, Tim Hutton, Toby Sharp, Federica Bogo et al.)....Pages 687-703
Forecasting Human-Object Interaction: Joint Prediction of Motor Attention and Actions in First Person Video (Miao Liu, Siyu Tang, Yin Li, James M. Rehg)....Pages 704-721
Learning Stereo from Single Images (Jamie Watson, Oisin Mac Aodha, Daniyar Turmukhambetov, Gabriel J. Brostow, Michael Firman)....Pages 722-740
Prototype Rectification for Few-Shot Learning (Jinlu Liu, Liang Song, Yongqiang Qin)....Pages 741-756
Learning Feature Descriptors Using Camera Pose Supervision (Qianqian Wang, Xiaowei Zhou, Bharath Hariharan, Noah Snavely)....Pages 757-774
Semantic Flow for Fast and Accurate Scene Parsing (Xiangtai Li, Ansheng You, Zhen Zhu, Houlong Zhao, Maoke Yang, Kuiyuan Yang et al.)....Pages 775-793
Appearance Consensus Driven Self-supervised Human Mesh Recovery (Jogendra Nath Kundu, Mugalodi Rakesh, Varun Jampani, Rahul Mysore Venkatesh, R. Venkatesh Babu)....Pages 794-812
Back Matter ....Pages 813-815