Computer Vision – ECCV 2016

14th European Conference, Amsterdam, The Netherlands, October 11–14, 2016, Proceedings, Part I

  • Leibe Bastian 
  • Matas Jiri 
  • Sebe Nicu 
  • Welling Max 
Conference proceedings ECCV 2016

DOI: 10.1007/978-3-319-46448-0

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9905)

Table of contents (51 papers)

  1. Front Matter
    Pages I-XXIX
  2. Detection, Recognition and Retrieval

    1. Front Matter
      Pages 1-1
    2. CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples
      Filip Radenović, Giorgos Tolias, Ondřej Chum
      Pages 3-20
    3. SSD: Single Shot MultiBox Detector
      Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu et al.
      Pages 21-37
    4. A Recurrent Encoder-Decoder Network for Sequential Face Alignment
      Xi Peng, Rogerio S. Feris, Xiaoyu Wang, Dimitris N. Metaxas
      Pages 38-56
    5. Robust Facial Landmark Detection via Recurrent Attentive-Refinement Networks
      Shengtao Xiao, Jiashi Feng, Junliang Xing, Hanjiang Lai, Shuicheng Yan, Ashraf Kassim
      Pages 57-72
  3. Poster Session 1

    1. Front Matter
      Pages 73-73
    2. Learning to Refine Object Segments
      Pedro O. Pinheiro, Tsung-Yi Lin, Ronan Collobert, Piotr Dollár
      Pages 75-91
    3. Deep Automatic Portrait Matting
      Xiaoyong Shen, Xin Tao, Hongyun Gao, Chao Zhou, Jiaya Jia
      Pages 92-107
    4. Segmentation from Natural Language Expressions
      Ronghang Hu, Marcus Rohrbach, Trevor Darrell
      Pages 108-124
    5. Semantic Object Parsing with Graph LSTM
      Xiaodan Liang, Xiaohui Shen, Jiashi Feng, Liang Lin, Shuicheng Yan
      Pages 125-143
    6. SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image Segmentation
      Ting Liu, Miaomiao Zhang, Mehran Javanmardi, Nisha Ramesh, Tolga Tasdizen
      Pages 144-159
    7. Towards Viewpoint Invariant 3D Human Pose Estimation
      Albert Haque, Boya Peng, Zelun Luo, Alexandre Alahi, Serena Yeung, Li Fei-Fei
      Pages 160-177
    8. Person Re-Identification by Unsupervised \(\ell _1\) Graph Learning
      Elyor Kodirov, Tao Xiang, Zhenyong Fu, Shaogang Gong
      Pages 178-195
    9. Deep Learning the City: Quantifying Urban Perception at a Global Scale
      Abhimanyu Dubey, Nikhil Naik, Devi Parikh, Ramesh Raskar, César A. Hidalgo
      Pages 196-212
    10. 4D Match Trees for Non-rigid Surface Alignment
      Armin Mustafa, Hansung Kim, Adrian Hilton
      Pages 213-229
    11. Eigen Appearance Maps of Dynamic Shapes
      Adnane Boukhayma, Vagia Tsiminaki, Jean-Sébastien Franco, Edmond Boyer
      Pages 230-245
    12. Learnable Histogram: Statistical Context Features for Deep Neural Networks
      Zhe Wang, Hongsheng Li, Wanli Ouyang, Xiaogang Wang
      Pages 246-262
    13. Pedestrian Behavior Understanding and Prediction with Deep Neural Networks
      Shuai Yi, Hongsheng Li, Xiaogang Wang
      Pages 263-279
    14. Real-Time RGB-D Activity Prediction by Soft Regression
      Jian-Fang Hu, Wei-Shi Zheng, Lianyang Ma, Gang Wang, Jianhuang Lai
      Pages 280-296

Other volumes

  1. Computer Vision – ECCV 2016
    14th European Conference, Amsterdam, The Netherlands, October 11–14, 2016, Proceedings, Part I
  2. Computer Vision – ECCV 2016
    14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part II
  3. Computer Vision – ECCV 2016
    14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part III
  4. Computer Vision – ECCV 2016
    14th European Conference, Amsterdam, The Netherlands, October 11–14, 2016, Proceedings, Part IV
  5. Computer Vision – ECCV 2016
    14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part V
  6. Computer Vision – ECCV 2016
    14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part VI
  7. Computer Vision – ECCV 2016
    14th European Conference, Amsterdam, The Netherlands, October 11–14, 2016, Proceedings, Part VII
  8. Computer Vision – ECCV 2016
    14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part VIII
  9. Computer Vision – ECCV 2016 Workshops
    Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part I
  10. Computer Vision – ECCV 2016 Workshops
    Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part II
  11. Computer Vision – ECCV 2016 Workshops
    Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part III

About these proceedings

Introduction

The eight-volume set comprising LNCS volumes 9905-9912 constitutes the refereed proceedings of the 14th European Conference on Computer Vision, ECCV 2016, held in Amsterdam, The Netherlands, in October 2016. 
The 415 revised papers presented were carefully reviewed and selected from 1480 submissions. The papers cover all aspects of computer vision and pattern recognition such as 3D computer vision;  computational photography, sensing and display; face and gesture; low-level vision and image processing; motion and tracking; optimization methods; physics-based vision, photometry and shape-from-X; recognition: detection, categorization, indexing, matching; segmentation, grouping and shape representation; statistical methods and learning; video: events, activities and surveillance; applications. They are organized in topical sections on detection, recognition and retrieval; scene understanding; optimization; image and video processing; learning; action, activity and tracking; 3D; and 9 poster sessions.

Keywords

computational photography image classification particle swarm optimization pattern mining semantic clustering 3D action detection autonomous driving background subtraction compression artifacts reduction computer aided diagnosis deep neural networks face recognition hierarchical modeling natural language neural networks social media statistical modeling stereo vision video processing

Editors and affiliations

  • Leibe Bastian 
    • 1
  • Matas Jiri 
    • 2
  • Sebe Nicu 
    • 3
  • Welling Max 
    • 4
  1. 1.RWTH Aachen AachenGermany
  2. 2.Czech Technical University Prague 2Czech Republic
  3. 3.University of Trento Povo - TrentoItaly
  4. 4.University of Amsterdam AmsterdamThe Netherlands

Bibliographic information

  • Copyright Information Springer International Publishing AG 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-46447-3
  • Online ISBN 978-3-319-46448-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349