High-dimensional signature compression for large-scale image classification

ImageNet: A large-scale hierarchical image database

2009 • 52,855 citations

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

2006 • 7,849 citations

Locality-constrained Linear Coding for image classification

2010 • 3,044 citations

Linear spatial pyramid matching using sparse coding for image classification

2009 • 2,845 citations

Aggregating local descriptors into a compact image representation

2010 • 2,652 citations

Improving the Fisher Kernel for Large-Scale Image Classification

2010 • 2,611 citations

Product Quantization for Nearest Neighbor Search

2010 • 2,508 citations

Spectral Hashing

2008 • 2,154 citations

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

2006 • 1,921 citations

Evaluating Color Descriptors for Object and Scene Recognition

2009 • 1,817 citations

Fisher Kernels on Visual Vocabularies for Image Categorization

2007 • 1,646 citations

Quantization

1998 • 1,426 citations

Database-friendly random projections: Johnson-Lindenstrauss with binary coins

2003 • 1,411 citations

Learning mid-level features for recognition

2010 • 1,059 citations

Classification using intersection kernel support vector machines is efficient

2008 • 937 citations

Feature hashing for large scale multitask learning

2009 • 909 citations

Small codes and large image databases for recognition

2008 • 745 citations

Locality-sensitive binary codes from shift-invariant kernels

2009 • 632 citations

What Does Classifying More Than 10,000 Image Categories Tell Us?

2010 • 497 citations

Human detection using partial least squares analysis

2009 • 493 citations

Image Classification Using Super-Vector Coding of Local Image Descriptors

2010 • 483 citations

Efficient Object Category Recognition Using Classemes

2010 • 428 citations

Efficient additive kernels via explicit feature maps

2010 • 242 citations

Landmark classification in large-scale image collections

2009 • 237 citations

Packing bag-of-features

2009 • 161 citations

Max-margin additive classifiers for detection

2009 • 154 citations

Regression from patch-kernel

2008 • 153 citations

Large-scale image categorization with explicit data embedding

2010 • 152 citations

Transform coding for fast approximate nearest neighbor search in high dimensions

2010 • 107 citations

Efficient Highly Over-Complete Sparse Coding Using a Mixture Model

2010 • 103 citations

Learning image similarity from Flickr groups using Stochastic Intersection Kernel MAchines

2009 • 83 citations

Rapid face recognition using hashing

2010 • 59 citations

A similarity measure between unordered vector sets with application to image categorization

2008 • 19 citations