Multi-Level Active Prediction of Useful Image Annotations for Recognition

Probabilistic Outputs for Support vector Machines and Comparisons to Regularized Likelihood Methods

1999 • 4,733 citations

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

2007 • 3,573 citations

Solving the multiple instance problem with axis-parallel rectangles

1997 • 2,755 citations

Labeling images with a computer game

2004 • 2,183 citations

Support Vector Machines for Multiple-Instance Learning

2002 • 1,397 citations

Incremental and Decremental Support Vector Machine Learning

2000 • 1,149 citations

Untitled

1997 • 1,123 citations

Learning object categories from Google's image search

2005 • 724 citations

Multiple Instance Boosting for Object Detection

2005 • 709 citations

Unsupervised Learning of Models for Recognition

2000 • 620 citations

Multiple-Instance Learning for Natural Scene Classification

1998 • 574 citations

Multi-Instance Kernels

2002 • 489 citations

Multiple-Instance Active Learning

2007 • 480 citations

Discovering object categories in image collections

2005 • 452 citations

Support Vector Machine Active Learning with Application sto Text Classification

2000 • 379 citations

Modeling scenes with local descriptors and latent aspects

2005 • 351 citations

Active Learning with Gaussian Processes for Object Categorization

2007 • 334 citations

Using the Forest to See the Trees: A Graphical Model Relating Features, Objects, and Scenes

2003 • 326 citations

Supervised versus multiple instance learning

2005 • 229 citations

Cross-Generalization: Learning Novel Classes from a Single Example by Feature Replacement

2005 • 214 citations

OPTIMOL: automatic Online Picture collecTion via Incremental MOdel Learning

2007 • 201 citations

Multiple instance learning for sparse positive bags

2007 • 194 citations

Selective Sampling for Nearest Neighbor Classifiers

2004 • 187 citations

Image database retrieval with multiple-instance learning techniques

2002 • 161 citations

Automatically labeling video data using multi-class active learning

2003 • 158 citations

Keywords to visual categories: Multiple-instance learning forweakly supervised object categorization

2008 • 129 citations

Selective supervision: guiding supervised learning with decision-theoretic active learning

2007 • 121 citations