Three things everyone should know to improve object retrieval

Distinctive Image Features from Scale-Invariant Keypoints

2004 • 52,232 citations

LIBSVM

2011 • 40,614 citations

Video Google: a text retrieval approach to object matching in videos

2003 • 6,462 citations

Scalable Recognition with a Vocabulary Tree

2006 • 3,588 citations

Scale & Affine Invariant Interest Point Detectors

2004 • 3,392 citations

Object retrieval with large vocabularies and fast spatial matching

2007 • 2,972 citations

Aggregating local descriptors into a compact image representation

2010 • 2,652 citations

Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search

2008 • 1,915 citations

Lost in quantization: Improving particular object retrieval in large scale image databases

2008 • 1,490 citations

Total Recall: Automatic Query Expansion with a Generative Feature Model for Object Retrieval

2007 • 861 citations

Object categorization by learned universal visual dictionary

2005 • 843 citations

Improving Bag-of-Features for Large Scale Image Search

2009 • 760 citations

Kernel Codebooks for Scene Categorization

2008 • 593 citations

On the burstiness of visual elements

2009 • 435 citations

A Linear Time Histogram Metric for Improved SIFT Matching

2008 • 326 citations

Hello neighbor: Accurate object retrieval with k-reciprocal nearest neighbors

2011 • 320 citations

Total recall II: Query expansion revisited

2011 • 299 citations

Efficient representation of local geometry for large scale object retrieval

2009 • 263 citations

Picking the best DAISY

2009 • 262 citations

Efficient additive kernels via explicit feature maps

2010 • 242 citations

Better matching with fewer features: The selection of useful features in large database recognition problems

2009 • 239 citations

The Quadratic-Chi Histogram Distance Family

2010 • 226 citations

Avoiding Confusing Features in Place Recognition

2010 • 211 citations

Large-scale image categorization with explicit data embedding

2010 • 152 citations

Descriptor Learning for Efficient Retrieval

2010 • 151 citations

Learning a Fine Vocabulary

2010 • 131 citations

Large-Scale Discovery of Spatially Related Images

2009 • 130 citations

Object Mining Using a Matching Graph on Very Large Image Collections

2008 • 88 citations

Asymmetric hamming embedding

2011 • 64 citations

Feature Tracking for Wide-Baseline Image Retrieval

2010 • 20 citations

Generalized Descriptor Compression for Storage and Matching

2010 • 16 citations

Asymmetric Hamming Embedding

2011 • 14 citations