Computer Vision -- ECCV 2010

1. Front Matter

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2. Spotlights and Posters W2

   1. Towards Computational Models of the Visual Aesthetic Appeal of Consumer Videos

      • Anush K. Moorthy, Pere Obrador, Nuria Oliver

      Pages 1-14

   2. Object Recognition Using Junctions

      • Bo Wang, Xiang Bai, Xinggang Wang, Wenyu Liu, Zhuowen Tu

      Pages 15-28

   3. Using Partial Edge Contour Matches for Efficient Object Category Localization

      • Hayko Riemenschneider, Michael Donoser, Horst Bischof

      Pages 29-42

   4. Active Mask Hierarchies for Object Detection

      • Yuanhao Chen, Long (Leo) Zhu, Alan Yuille

      Pages 43-56

   5. From a Set of Shapes to Object Discovery

      • Nadia Payet, Sinisa Todorovic

      Pages 57-70

   6. What Does Classifying More Than 10,000 Image Categories Tell Us?

      • Jia Deng, Alexander C. Berg, Kai Li, Li Fei-Fei

      Pages 71-84

   7. Modeling and Analysis of Dynamic Behaviors of Web Image Collections

      • Gunhee Kim, Eric P. Xing, Antonio Torralba

      Pages 85-98

   8. Non-local Characterization of Scenery Images: Statistics, 3D Reasoning, and a Generative Model

      • Tamar Avraham, Michael Lindenbaum

      Pages 99-112

   9. Efficient Highly Over-Complete Sparse Coding Using a Mixture Model

      • Jianchao Yang, Kai Yu, Thomas Huang

      Pages 113-126

   10. Attribute-Based Transfer Learning for Object Categorization with Zero/One Training Example

       • Xiaodong Yu, Yiannis Aloimonos

       Pages 127-140

   11. Image Classification Using Super-Vector Coding of Local Image Descriptors

       • Xi Zhou, Kai Yu, Tong Zhang, Thomas S. Huang

       Pages 141-154

   12. A Discriminative Latent Model of Object Classes and Attributes

       • Yang Wang, Greg Mori

       Pages 155-168

   13. Seeing People in Social Context: Recognizing People and Social Relationships

       • Gang Wang, Andrew Gallagher, Jiebo Luo, David Forsyth

       Pages 169-182

   14. Discovering Multipart Appearance Models from Captioned Images

       • Michael Jamieson, Yulia Eskin, Afsaneh Fazly, Suzanne Stevenson, Sven Dickinson

       Pages 183-196

   15. Voting by Grouping Dependent Parts

       • Pradeep Yarlagadda, Antonio Monroy, Björn Ommer

       Pages 197-210

   16. Superpixels and Supervoxels in an Energy Optimization Framework

       • Olga Veksler, Yuri Boykov, Paria Mehrani

       Pages 211-224

3. Segmentation

   1. Convex Relaxation for Multilabel Problems with Product Label Spaces

      • Bastian Goldluecke, Daniel Cremers

      Pages 225-238

   2. Graph Cut Based Inference with Co-occurrence Statistics

      • Lubor Ladicky, Chris Russell, Pushmeet Kohli, Philip H. S. Torr

      Pages 239-253

   3. Ambrosio-Tortorelli Segmentation of Stochastic Images

      • Torben Pätz, Tobias Preusser

      Pages 254-267

The 2010 edition of the European Conference on Computer Vision was held in Heraklion, Crete. The call for papers attracted an absolute record of 1,174 submissions. We describe here the selection of the accepted papers: Thirty-eight area chairs were selected coming from Europe (18), USA and Canada (16), and Asia (4). Their selection was based on the following criteria: (1) Researchers who had served at least two times as Area Chairs within the past two years at major vision conferences were excluded; (2) Researchers who served as Area Chairs at the 2010 Computer Vision and Pattern Recognition were also excluded (exception: ECCV 2012 Program Chairs); (3) Minimization of overlap introduced by Area Chairs being former student and advisors; (4) 20% of the Area Chairs had never served before in a major conference; (5) The Area Chair selection process made all possible efforts to achieve a reasonable geographic distribution between countries, thematic areas and trends in computer vision. EachArea Chair was assigned by the Program Chairs between 28–32 papers. Based on paper content, the Area Chair recommended up to seven potential reviewers per paper. Such assignment was made using all reviewers in the database including the conflicting ones. The Program Chairs manually entered the missing conflict domains of approximately 300 reviewers. Based on the recommendation of the Area Chairs, three reviewers were selected per paper (with at least one being of the top three suggestions), with 99.

• biometrics
• computational imaging
• face recognition
• gesture recognition
• illumination
• image alignment
• image analysis
• image grouping
• image matching
• image segmentation
• medical image analysis
• reflectance
• scene representation
• shape representation
• stereo images
• algorithm analysis and problem complexity

• GRASP Laboratory, University of Pennsylvania, Philadelphia, USA

  Kostas Daniilidis

• National Technical University of Athens, School of Electrical and Computer Engineering, Athens, Greece

  Petros Maragos

• Department of Applied Mathematics, Ecole Centrale de Paris, Chatenay-Malabry, France

  Nikos Paragios

Policies and ethics