Guest Editorial
Learning to Locate Informative Features for Visual Identification
Nonparametric Bayesian Image Segmentation
Learning Probabilistic Models for Contour Completion in Natural Images
On the Design of Cascades of Boosted Ensembles for Face Detection
Fast Transformation-Invariant Component Analysis
Learning and Inferring Motion Patterns using Parametric Segmental Switching Linear Dynamic Systems
Incremental Learning for Robust Visual Tracking
From Aardvark to Zorro: A Benchmark for Mammal Image Classification
LabelMe: A Database and Web-Based Tool for Image Annotation
Efficient Learning of Relational Object Class Models
Evaluation of Localized Semantics: Data, Methodology, and Experiments
Learning to Recognize Objects with Little Supervision
Hybrid Generative-Discriminative Visual Categorization
Robust Object Detection with Interleaved Categorization and Segmentation
Describing Visual Scenes Using Transformed Objects and Parts