Skip to main content
  • Conference proceedings
  • © 2022

Computer Vision – ECCV 2022

17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXV

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13685)

Conference series link(s): ECCV: European Conference on Computer Vision

Conference proceedings info: ECCV 2022.

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

This is a preview of subscription content, log in via an institution to check for access.

Table of contents (42 papers)

  1. Front Matter

    Pages i-lvi
  2. Cross-domain Ensemble Distillation for Domain Generalization

    • Kyungmoon Lee, Sungyeon Kim, Suha Kwak
    Pages 1-20
  3. Hyperspherical Learning in Multi-Label Classification

    • Bo Ke, Yunquan Zhu, Mengtian Li, Xiujun Shu, Ruizhi Qiao, Bo Ren
    Pages 38-55
  4. When Active Learning Meets Implicit Semantic Data Augmentation

    • Zhuangzhuang Chen, Jin Zhang, Pan Wang, Jie Chen, Jianqiang Li
    Pages 56-72
  5. VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition

    • Changyao Tian, Wenhai Wang, Xizhou Zhu, Jifeng Dai, Yu Qiao
    Pages 73-91
  6. Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-Of-Distribution Generalization

    • Jiaxin Qi, Kaihua Tang, Qianru Sun, Xian-Sheng Hua, Hanwang Zhang
    Pages 92-109
  7. Hierarchical Semi-supervised Contrastive Learning for Contamination-Resistant Anomaly Detection

    • Gaoang Wang, Yibing Zhan, Xinchao Wang, Mingli Song, Klara Nahrstedt
    Pages 110-128
  8. Tracking by Associating Clips

    • Sanghyun Woo, Kwanyong Park, Seoung Wug Oh, In So Kweon, Joon-Young Lee
    Pages 129-145
  9. RealPatch: A Statistical Matching Framework for Model Patching with Real Samples

    • Sara Romiti, Christopher Inskip, Viktoriia Sharmanska, Novi Quadrianto
    Pages 146-162
  10. Background-Insensitive Scene Text Recognition with Text Semantic Segmentation

    • Liang Zhao, Zhenyao Wu, Xinyi Wu, Greg Wilsbacher, Song Wang
    Pages 163-182
  11. Semantic Novelty Detection via Relational Reasoning

    • Francesco Cappio Borlino, Silvia Bucci, Tatiana Tommasi
    Pages 183-200
  12. Improving Closed and Open-Vocabulary Attribute Prediction Using Transformers

    • Khoi Pham, Kushal Kafle, Zhe Lin, Zhihong Ding, Scott Cohen, Quan Tran et al.
    Pages 201-219
  13. Training Vision Transformers with only 2040 Images

    • Yun-Hao Cao, Hao Yu, Jianxin Wu
    Pages 220-237
  14. Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection

    • Sanghyun Woo, Kwanyong Park, Seoung Wug Oh, In So Kweon, Joon-Young Lee
    Pages 238-258
  15. TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs

    • Shantanu Jaiswal, Basura Fernando, Cheston Tan
    Pages 259-276
  16. Automatic Check-Out via Prototype-Based Classifier Learning from Single-Product Exemplars

    • Hao Chen, Xiu-Shen Wei, Faen Zhang, Yang Shen, Hui Xu, Liang Xiao
    Pages 277-293
  17. Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain

    • Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer
    Pages 294-309
  18. Photo-realistic Neural Domain Randomization

    • Sergey Zakharov, Rareș Ambruș, Vitor Guizilini, Wadim Kehl, Adrien Gaidon
    Pages 310-327
  19. Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning

    • Ting Yao, Yingwei Pan, Yehao Li, Chong-Wah Ngo, Tao Mei
    Pages 328-345

Other Volumes

  1. Computer Vision – ECCV 2022

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.


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 XXV

  • Editors: Shai Avidan, Gabriel Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-19806-9

  • 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: 978-3-031-19805-2Published: 21 October 2022

  • eBook ISBN: 978-3-031-19806-9Published: 20 October 2022

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: LVI, 759

  • Number of Illustrations: 8 b/w illustrations, 216 illustrations in colour

  • Topics: Image Processing and Computer Vision

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access