Ausgabe 1-3/2008
Special issue on Machine Learning for Vision, Guest Editors: William Freeman, Pietro Perona and Bernhard Schölkopf
Inhalt (16 Artikel)
Learning to Locate Informative Features for Visual Identification
Andras Ferencz, Erik G. Learned-Miller, Jitendra Malik
Learning Probabilistic Models for Contour Completion in Natural Images
Xiaofeng Ren, Charless C. Fowlkes, Jitendra Malik
On the Design of Cascades of Boosted Ensembles for Face Detection
S. Charles Brubaker, Jianxin Wu, Jie Sun, Matthew D. Mullin, James M. Rehg
Learning and Inferring Motion Patterns using Parametric Segmental Switching Linear Dynamic Systems
Sang Min Oh, James M. Rehg, Tucker Balch, Frank Dellaert
Incremental Learning for Robust Visual Tracking
David A. Ross, Jongwoo Lim, Ruei-Sung Lin, Ming-Hsuan Yang
LabelMe: A Database and Web-Based Tool for Image Annotation
Bryan C. Russell, Antonio Torralba, Kevin P. Murphy, William T. Freeman
Evaluation of Localized Semantics: Data, Methodology, and Experiments
Kobus Barnard, Quanfu Fan, Ranjini Swaminathan, Anthony Hoogs, Roderic Collins, Pascale Rondot, John Kaufhold
Learning to Recognize Objects with Little Supervision
Peter Carbonetto, Gyuri Dorkó, Cordelia Schmid, Hendrik Kück, Nando de Freitas
Robust Object Detection with Interleaved Categorization and Segmentation
Bastian Leibe, Aleš Leonardis, Bernt Schiele
Describing Visual Scenes Using Transformed Objects and Parts
Erik B. Sudderth, Antonio Torralba, William T. Freeman, Alan S. Willsky