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Computer Vision – ACCV 2020

15th Asian Conference on Computer Vision, Kyoto, Japan, November 30 – December 4, 2020, Revised Selected Papers, Part VI

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12627)

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

Conference series link(s): ACCV: Asian Conference on Computer Vision

Conference proceedings info: ACCV 2020.

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Table of contents (41 papers)

  1. Front Matter

    Pages i-xviii
  2. Applications of Computer Vision, Vision for X

    1. Front Matter

      Pages 1-1
    2. Query by Strings and Return Ranking Word Regions with Only One Look

      • Peng Zhao, Wenyuan Xue, Qingyong Li, Siqi Cai
      Pages 3-18
    3. Single-Image Camera Response Function Using Prediction Consistency and Gradual Refinement

      • Aashish Sharma, Robby T. Tan, Loong-Fah Cheong
      Pages 19-35
    4. FootNet: An Efficient Convolutional Network for Multiview 3D Foot Reconstruction

      • Felix Kok, James Charles, Roberto Cipolla
      Pages 36-51
    5. Synthetic-to-Real Domain Adaptation for Lane Detection

      • Noa Garnett, Roy Uziel, Netalee Efrat, Dan Levi
      Pages 52-67
    6. RAF-AU Database: In-the-Wild Facial Expressions with Subjective Emotion Judgement and Objective AU Annotations

      • Wen-Jing Yan, Shan Li, Chengtao Que, Jiquan Pei, Weihong Deng
      Pages 68-82
    7. DoFNet: Depth of Field Difference Learning for Detecting Image Forgery

      • Yonghyun Jeong, Jongwon Choi, Doyeon Kim, Sehyeon Park, Minki Hong, Changhyun Park et al.
      Pages 83-100
    8. Do We Need Sound for Sound Source Localization?

      • Takashi Oya, Shohei Iwase, Ryota Natsume, Takahiro Itazuri, Shugo Yamaguchi, Shigeo Morishima
      Pages 119-136
    9. Modular Graph Attention Network for Complex Visual Relational Reasoning

      • Yihan Zheng, Zhiquan Wen, Mingkui Tan, Runhao Zeng, Qi Chen, Yaowei Wang et al.
      Pages 137-153
    10. Multi-label X-Ray Imagery Classification via Bottom-Up Attention and Meta Fusion

      • Benyi Hu, Chi Zhang, Le Wang, Qilin Zhang, Yuehu Liu
      Pages 173-190
    11. Learning End-to-End Action Interaction by Paired-Embedding Data Augmentation

      • Ziyang Song, Zejian Yuan, Chong Zhang, Wanchao Chi, Yonggen Ling, Shenghao Zhang
      Pages 191-206
    12. Sketch-to-Art: Synthesizing Stylized Art Images from Sketches

      • Bingchen Liu, Kunpeng Song, Yizhe Zhu, Ahmed Elgammal
      Pages 207-222
    13. Road Obstacle Detection Method Based on an Autoencoder with Semantic Segmentation

      • Toshiaki Ohgushi, Kenji Horiguchi, Masao Yamanaka
      Pages 223-238
    14. SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection

      • Keren Ye, Adriana Kovashka, Mark Sandler, Menglong Zhu, Andrew Howard, Marco Fornoni
      Pages 239-256
    15. Watch, Read and Lookup: Learning to Spot Signs from Multiple Supervisors

      • Liliane Momeni, Gül Varol, Samuel Albanie, Triantafyllos Afouras, Andrew Zisserman
      Pages 291-308

About this book

The six volume set of LNCS 12622-12627 constitutes the proceedings of the 15th Asian Conference on Computer Vision, ACCV 2020, held in Kyoto, Japan, in November/ December 2020.*

The total of 254 contributions was carefully reviewed and selected from 768 submissions during two rounds of reviewing and improvement. The papers focus on the following topics:

Part I: 3D computer vision; segmentation and grouping

Part II: low-level vision, image processing; motion and tracking

Part III: recognition and detection; optimization, statistical methods, and learning; robot vision

Part IV: deep learning for computer vision, generative models for computer vision

Part V: face, pose, action, and gesture; video analysis and event recognition; biomedical image analysis

Part VI: applications of computer vision; vision for X; datasets and performance analysis

*The conference was held virtually.

Editors and Affiliations

  • Waseda University, Tokyo, Japan

    Hiroshi Ishikawa

  • Institute of Automation of Chinese Academy of Sciences, Beijing, China

    Cheng-Lin Liu

  • Czech Technical University in Prague, Prague, Czech Republic

    Tomas Pajdla

  • University of Pennsylvania, Philadelphia, USA

    Jianbo Shi

Bibliographic Information

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