Aggregating Local Image Descriptors into Compact Codes

Distinctive Image Features from Scale-Invariant Keypoints

2004 • 52,232 citations

Pattern Recognition and Machine Learning

2007 • 22,828 citations

The Pascal Visual Object Classes (VOC) Challenge

2009 • 16,797 citations

A performance evaluation of local descriptors

2005 • 6,703 citations

Pattern Recognition and Machine Learning

2006 • 6,650 citations

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

2003 • 6,462 citations

Untitled

2001 • 6,310 citations

Scalable Recognition with a Vocabulary Tree

2006 • 3,588 citations

Object retrieval with large vocabularies and fast spatial matching

2007 • 2,972 citations

A Comparison of Affine Region Detectors

2005 • 2,932 citations

Locality-sensitive hashing scheme based on p-stable distributions

2004 • 2,841 citations

Aggregating local descriptors into a compact image representation

2010 • 2,652 citations

Product Quantization for Nearest Neighbor Search

2010 • 2,508 citations

FAST APPROXIMATE NEAREST NEIGHBORS WITH AUTOMATIC ALGORITHM CONFIGURATION

2009 • 2,484 citations

Spectral Hashing

2008 • 2,154 citations

Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search

2008 • 1,915 citations

Fisher Kernels on Visual Vocabularies for Image Categorization

2007 • 1,646 citations

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

2008 • 1,490 citations

Exploiting Generative Models in Discriminative Classifiers

1998 • 1,303 citations

Kernelized locality-sensitive hashing for scalable image search

2009 • 901 citations

Object categorization by learned universal visual dictionary

2005 • 843 citations

Large-scale image retrieval with compressed Fisher vectors

2010 • 764 citations

Improving Bag-of-Features for Large Scale Image Search

2009 • 760 citations

Small codes and large image databases for recognition

2008 • 745 citations

Visual Word Ambiguity

2009 • 742 citations

Near Duplicate Image Detection: min-Hash and tf-idf Weighting

2008 • 467 citations

On the burstiness of visual elements

2009 • 435 citations

Nearest-neighbor methods in learning and vision : theory and practice

2005 • 403 citations

Nearest-Neighbor Methods in Learning and Vision

2006 • 395 citations

Bundling features for large scale partial-duplicate web image search

2009 • 391 citations

Evaluation of GIST descriptors for web-scale image search

2009 • 389 citations

Learning Local Image Descriptors

2007 • 354 citations

Video copy detection

2007 • 276 citations

Picking the best DAISY

2009 • 262 citations

Efficient additive kernels via explicit feature maps

2010 • 242 citations

Geometric min-Hashing: Finding a (thick) needle in a haystack

2009 • 237 citations

Bundling features for large scale partial-duplicate web image search

2009 • 164 citations

Packing bag-of-features

2009 • 161 citations

Large-scale image categorization with explicit data embedding

2010 • 152 citations

Efficient indexing for large scale visual search

2009 • 35 citations

Learning query-dependent prefilters for scalable image retrieval

2009 • 28 citations