Efficient Unsupervised Learning for Localization and Detection in Object Categories

Distinctive Image Features from Scale-Invariant Keypoints

2004 • 52,232 citations

Rapid object detection using a boosted cascade of simple features

2005 • 17,160 citations

Visual categorization with bags of keypoints

2004 • 4,232 citations

A View of the Em Algorithm that Justifies Incremental, Sparse, and other Variants

1998 • 2,191 citations

Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories

2005 • 2,076 citations

Object class recognition by unsupervised scale-invariant learning

2003 • 2,065 citations

Untitled

2001 • 1,202 citations

Combined Object Categorization and Segmentation With an Implicit Shape Model

2004 • 828 citations

Unsupervised Learning of Models for Recognition

2000 • 620 citations

Learning a Sparse Representation for Object Detection

2002 • 529 citations

Generic object recognition with boosting

2006 • 377 citations

Spatial Priors for Part-Based Recognition Using Statistical Models

2005 • 282 citations

A Sparse Object Category Model for Efficient Learning and Exhaustive Recognition

2005 • 268 citations

A comparison of algorithms for inference and learning in probabilistic graphical models

2005 • 176 citations

Object Class Recognition Using Discriminative Local Features

2005 • 115 citations

Efficient learning of relational object class models

2005 • 33 citations