1. Guest Editorial

   • William Freeman
   • Pietro Perona
   • Bernhard Schölkopf

   EditorialNotes Open access 15 February 2008 Pages: 1 - 1

2. Learning to Locate Informative Features for Visual Identification

   • Andras Ferencz
   • Erik G. Learned-Miller
   • Jitendra Malik

   OriginalPaper 09 November 2007 Pages: 3 - 24

3. Nonparametric Bayesian Image Segmentation

   • Peter Orbanz
   • Joachim M. Buhmann

   OriginalPaper 12 July 2007 Pages: 25 - 45

4. Learning Probabilistic Models for Contour Completion in Natural Images

   • Xiaofeng Ren
   • Charless C. Fowlkes
   • Jitendra Malik

   OriginalPaper 18 October 2007 Pages: 47 - 63

5. On the Design of Cascades of Boosted Ensembles for Face Detection

   • S. Charles Brubaker
   • Jianxin Wu
   • James M. Rehg

   OriginalPaper 18 September 2007 Pages: 65 - 86

6. Fast Transformation-Invariant Component Analysis

   • Anitha Kannan
   • Nebojsa Jojic
   • Brendan J. Frey

   OriginalPaper 28 November 2007 Pages: 87 - 101

7. Learning and Inferring Motion Patterns using Parametric Segmental Switching Linear Dynamic Systems

   • Sang Min Oh
   • James M. Rehg
   • Frank Dellaert

   OriginalPaper 27 July 2007 Pages: 103 - 124

8. Incremental Learning for Robust Visual Tracking

   • David A. Ross
   • Jongwoo Lim
   • Ming-Hsuan Yang

   OriginalPaper 17 August 2007 Pages: 125 - 141

9. From Aardvark to Zorro: A Benchmark for Mammal Image Classification

   • Michael Fink
   • Shimon Ullman

   OriginalPaper 27 July 2007 Pages: 143 - 156

10. LabelMe: A Database and Web-Based Tool for Image Annotation

    • Bryan C. Russell
    • Antonio Torralba
    • William T. Freeman

    OriginalPaper 31 October 2007 Pages: 157 - 173

11. Efficient Learning of Relational Object Class Models

    • Aharon Bar-Hillel
    • Daphna Weinshall

    OriginalPaper 17 November 2007 Pages: 175 - 198

12. Evaluation of Localized Semantics: Data, Methodology, and Experiments

    • Kobus Barnard
    • Quanfu Fan
    • John Kaufhold

    OriginalPaper 07 August 2007 Pages: 199 - 217

13. Learning to Recognize Objects with Little Supervision

    • Peter Carbonetto
    • Gyuri Dorkó
    • Nando de Freitas

    OriginalPaper 21 July 2007 Pages: 219 - 237

14. Hybrid Generative-Discriminative Visual Categorization

    • Alex D. Holub
    • Max Welling
    • Pietro Perona

    OriginalPaper 18 October 2007 Pages: 239 - 258

15. Robust Object Detection with Interleaved Categorization and Segmentation

    • Bastian Leibe
    • Aleš Leonardis
    • Bernt Schiele

    OriginalPaper 17 November 2007 Pages: 259 - 289

16. Describing Visual Scenes Using Transformed Objects and Parts

    • Erik B. Sudderth
    • Antonio Torralba
    • Alan S. Willsky

    OriginalPaper 09 August 2007 Pages: 291 - 330