Landmark classification in large-scale image collections

Distinctive Image Features from Scale-Invariant Keypoints

2004 • 52,232 citations

Mean shift: a robust approach toward feature space analysis

2002 • 11,059 citations

Making large scale SVM learning practical

1999 • 4,389 citations

Visual categorization with bags of keypoints

2004 • 4,232 citations

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

2007 • 3,573 citations

Object retrieval with large vocabularies and fast spatial matching

2007 • 2,972 citations

80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition

2008 • 1,956 citations

Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study

2006 • 1,921 citations

On the algorithmic implementation of multiclass kernel-based vector machines

2002 • 1,762 citations

Support vector machine learning for interdependent and structured output spaces

2004 • 1,280 citations

On the algorithmic implementation of multiclass kernel-based vector machines

2002 • 884 citations

IM2GPS: estimating geographic information from a single image

2008 • 881 citations

Object categorization by learned universal visual dictionary

2005 • 843 citations

Mapping the world's photos

2009 • 780 citations

Small codes and large image databases for recognition

2008 • 745 citations

Tour the world: Building a web-scale landmark recognition engine

2009 • 341 citations

Approximate nearest neighbor queries in fixed dimensions

1993 • 308 citations

Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs

2008 • 295 citations

Visual categorization with bags of keypoints

2002 • 259 citations

Harvesting Image Databases from the Web

2007 • 202 citations

Autotagging Facebook: Social network context improves photo annotation

2008 • 176 citations

Towards Scalable Dataset Construction: An Active Learning Approach

2008 • 123 citations

Tour the world

2009 • 83 citations