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  • © 2020

Computer Vision – ECCV 2020

16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXVII

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12372)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

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

Conference proceedings info: ECCV 2020.

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Table of contents (46 papers)

  1. Front Matter

    Pages i-xlii
  2. Accurate Optimization of Weighted Nuclear Norm for Non-Rigid Structure from Motion

    • José Pedro Iglesias, Carl Olsson, Marcus Valtonen Örnhag
    Pages 21-37
  3. Proposal-Based Video Completion

    • Yuan-Ting Hu, Heng Wang, Nicolas Ballas, Kristen Grauman, Alexander G. Schwing
    Pages 38-54
  4. 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
  5. DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks

    • Hassan Dbouk, Hetul Sanghvi, Mahesh Mehendale, Naresh Shanbhag
    Pages 90-106
  6. 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
  7. 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
  8. Practical Poisoning Attacks on Neural Networks

    • Junfeng Guo, Cong Liu
    Pages 142-158
  9. Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification

    • Djebril Mekhazni, Amran Bhuiyan, George Ekladious, Eric Granger
    Pages 159-174
  10. Learn Distributed GAN with Temporary Discriminators

    • Hui Qu, Yikai Zhang, Qi Chang, Zhennan Yan, Chao Chen, Dimitris Metaxas
    Pages 175-192
  11. 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
  12. 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
  13. TopoAL: An Adversarial Learning Approach for Topology-Aware Road Segmentation

    • Subeesh Vasu, Mateusz Kozinski, Leonardo Citraro, Pascal Fua
    Pages 224-240
  14. Channel Selection Using Gumbel Softmax

    • Charles Herrmann, Richard Strong Bowen, Ramin Zabih
    Pages 241-257
  15. Exploiting Temporal Coherence for Self-Supervised One-Shot Video Re-identification

    • Dripta S. Raychaudhuri, Amit K. Roy-Chowdhury
    Pages 258-274
  16. An Efficient Training Framework for Reversible Neural Architectures

    • Zixuan Jiang, Keren Zhu, Mingjie Liu, Jiaqi Gu, David Z. Pan
    Pages 275-289
  17. 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
  18. 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

About this book

The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic.

The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a total of 5025 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

  • University of Oxford, Oxford, UK

    Andrea Vedaldi

  • Graz University of Technology, Graz, Austria

    Horst Bischof

  • University of Freiburg, Freiburg im Breisgau, Germany

    Thomas Brox

  • University of North Carolina at Chapel Hill, Chapel Hill, USA

    Jan-Michael Frahm

Bibliographic Information

  • Book Title: Computer Vision – ECCV 2020

  • Book Subtitle: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXVII

  • Editors: Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-58583-9

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2020

  • Softcover ISBN: 978-3-030-58582-2Published: 19 November 2020

  • eBook ISBN: 978-3-030-58583-9Published: 18 November 2020

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XLII, 789

  • Number of Illustrations: 11 b/w illustrations, 262 illustrations in colour

  • Topics: Image Processing and Computer Vision

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
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