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

Distinctive Image Features from Scale-Invariant Keypoints

2004 • 52,232 citations

Visual categorization with bags of keypoints

2004 • 4,232 citations

Solving the multiple instance problem with axis-parallel rectangles

1997 • 2,755 citations

Object class recognition by unsupervised scale-invariant learning

2003 • 2,065 citations

Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories

2007 • 2,009 citations

Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary

2002 • 1,617 citations

Support Vector Machines for Multiple-Instance Learning

2002 • 1,397 citations

Combined Object Categorization and Segmentation With an Implicit Shape Model

2004 • 828 citations

Learning object categories from Google's image search

2005 • 724 citations

Using Multiple Segmentations to Discover Objects and their Extent in Image Collections

2006 • 641 citations

EM-DD: An Improved Multiple-Instance Learning Technique

2001 • 617 citations

Multiple-Instance Learning for Natural Scene Classification

1998 • 574 citations

Multi-Instance Kernels

2002 • 489 citations

Discovering object categories in image collections

2005 • 452 citations

Weak Hypotheses and Boosting for Generic Object Detection and Recognition

2004 • 269 citations

A Visual Category Filter for Google Images

2004 • 262 citations

Supervised versus multiple instance learning

2005 • 229 citations

Dataset Issues in Object Recognition

2006 • 215 citations

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

2005 • 214 citations

Harvesting Image Databases from the Web

2007 • 202 citations

OPTIMOL: automatic Online Picture collecTion via Incremental MOdel Learning

2007 • 201 citations

Multiple instance learning for sparse positive bags

2007 • 194 citations

Animals on the Web

2006 • 191 citations

Unsupervised Learning of Categories from Sets of Partially Matching Image Features

2006 • 170 citations

Image database retrieval with multiple-instance learning techniques

2002 • 161 citations

Searching the web with mobile images for location recognition

2004 • 125 citations

Who's In the Picture

2004 • 119 citations

A Multiple Instance Learning Approach for Content Based Image Retrieval Using One-Class Support Vector Machine

2005 • 46 citations

An Improved Multiple Instance Learning Algorithm for Object Extraction

2010 • 43 citations