Overview

Editors:

Shai Avidan
1. Tel Aviv University, Tel Aviv, Israel
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Gabriel Brostow
1. University College London, London, UK
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Moustapha Cissé
1. Google AI, Accra, Ghana
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Giovanni Maria Farinella
1. University of Catania, Catania, Italy
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Tal Hassner
1. Facebook (United States), Menlo Park, USA
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13661)

Included in the following conference series:

ECCV: European Conference on Computer Vision

Conference proceedings info: ECCV 2022.

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About this book

The 39-volume set, comprising the LNCS books 13661 until 13699, constitutes the refereed proceedings of the 17th European Conference on Computer Vision, ECCV 2022, held in Tel Aviv, Israel, during October 23–27, 2022.

The 1645 papers presented in these proceedings were carefully reviewed and selected from a total of 5804 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.

Keywords

Table of contents (42 papers)

Front Matter

Pages i-lvi

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Learning Depth from Focus in the Wild
- Changyeon Won, Hae-Gon Jeon
Pages 1-18
Learning-Based Point Cloud Registration for 6D Object Pose Estimation in the Real World
- Zheng Dang, Lizhou Wang, Yu Guo, Mathieu Salzmann
Pages 19-37
An End-to-End Transformer Model for Crowd Localization
- Dingkang Liang, Wei Xu, Xiang Bai
Pages 38-54
Few-Shot Single-View 3D Reconstruction with Memory Prior Contrastive Network
- Zhen Xing, Yijiang Chen, Zhixin Ling, Xiangdong Zhou, Yu Xiang
Pages 55-70
DID-M3D: Decoupling Instance Depth for Monocular 3D Object Detection
- Liang Peng, Xiaopei Wu, Zheng Yang, Haifeng Liu, Deng Cai
Pages 71-88
Adaptive Co-teaching for Unsupervised Monocular Depth Estimation
- Weisong Ren, Lijun Wang, Yongri Piao, Miao Zhang, Huchuan Lu, Ting Liu
Pages 89-105
Fusing Local Similarities for Retrieval-Based 3D Orientation Estimation of Unseen Objects
- Chen Zhao, Yinlin Hu, Mathieu Salzmann
Pages 106-122
Lidar Point Cloud Guided Monocular 3D Object Detection
- Liang Peng, Fei Liu, Zhengxu Yu, Senbo Yan, Dan Deng, Zheng Yang et al.
Pages 123-139
Structural Causal 3D Reconstruction
- Weiyang Liu, Zhen Liu, Liam Paull, Adrian Weller, Bernhard Schölkopf
Pages 140-159
3D Human Pose Estimation Using Möbius Graph Convolutional Networks
- Niloofar Azizi, Horst Possegger, Emanuele Rodolà, Horst Bischof
Pages 160-178
Learning to Train a Point Cloud Reconstruction Network Without Matching
- Tianxin Huang, Xuemeng Yang, Jiangning Zhang, Jinhao Cui, Hao Zou, Jun Chen et al.
Pages 179-194
PanoFormer: Panorama Transformer for Indoor 360$^{\circ }$ Depth Estimation
- Zhijie Shen, Chunyu Lin, Kang Liao, Lang Nie, Zishuo Zheng, Yao Zhao
Pages 195-211
Self-supervised Human Mesh Recovery with Cross-Representation Alignment
- Xuan Gong, Meng Zheng, Benjamin Planche, Srikrishna Karanam, Terrence Chen, David Doermann et al.
Pages 212-230
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction
- Zerui Chen, Yana Hasson, Cordelia Schmid, Ivan Laptev
Pages 231-248
A Reliable Online Method for Joint Estimation of Focal Length and Camera Rotation
- Yiming Qian, James H. Elder
Pages 249-265
PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo
- Wenqi Yang, Guanying Chen, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong
Pages 266-284
Share with Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
- Tom Monnier, Matthew Fisher, Alexei A. Efros, Mathieu Aubry
Pages 285-303
Towards Comprehensive Representation Enhancement in Semantics-Guided Self-supervised Monocular Depth Estimation
- Jingyuan Ma, Xiangyu Lei, Nan Liu, Xian Zhao, Shiliang Pu
Pages 304-321
AvatarCap: Animatable Avatar Conditioned Monocular Human Volumetric Capture
- Zhe Li, Zerong Zheng, Hongwen Zhang, Chaonan Ji, Yebin Liu
Pages 322-341

Other volumes

Editors and Affiliations

Tel Aviv University, Tel Aviv, Israel

Shai Avidan
University College London, London, UK

Gabriel Brostow
Google AI, Accra, Ghana

Moustapha Cissé
University of Catania, Catania, Italy

Giovanni Maria Farinella
Facebook (United States), Menlo Park, USA

Tal Hassner

Bibliographic Information

Book Title: Computer Vision – ECCV 2022
Book Subtitle: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part I
Editors: Shai Avidan, Gabriel Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-031-19769-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022
Softcover ISBN: 978-3-031-19768-0Published: 23 October 2022
eBook ISBN: 978-3-031-19769-7Published: 22 October 2022
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: LVI, 747
Number of Illustrations: 4 b/w illustrations, 265 illustrations in colour
Topics: Image Processing and Computer Vision, Computer Communication Networks, User Interfaces and Human Computer Interaction, Pattern Recognition, Machine Learning, Special Purpose and Application-Based Systems

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Computer Vision – ECCV 2022