Improving the Fisher Kernel for Large-Scale Image Classification

ImageNet: A large-scale hierarchical image database

2009 • 52,855 citations

Distinctive Image Features from Scale-Invariant Keypoints

2004 • 52,232 citations

The Pascal Visual Object Classes (VOC) Challenge

2009 • 16,797 citations

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

2006 • 7,849 citations

Visual categorization with bags of keypoints

2004 • 4,232 citations

Scalable Recognition with a Vocabulary Tree

2006 • 3,588 citations

Linear spatial pyramid matching using sparse coding for image classification

2009 • 2,845 citations

Caltech-256 Object Category Dataset

2007 • 2,476 citations

Training linear SVMs in linear time

2006 • 1,981 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

Fisher Kernels on Visual Vocabularies for Image Categorization

2007 • 1,646 citations

Exploiting Generative Models in Discriminative Classifiers

1998 • 1,303 citations

In defense of Nearest-Neighbor based image classification

2008 • 1,074 citations

Pegasos

2007 • 992 citations

Visual Word Ambiguity

2009 • 742 citations

Combining efficient object localization and image classification

2009 • 287 citations

Efficient additive kernels via explicit feature maps

2010 • 242 citations

Landmark classification in large-scale image collections

2009 • 237 citations

Efficient Match Kernel between Sets of Features for Visual Recognition

2009 • 216 citations

80 million tiny images : a large dataset for non-parametric object and scene recognition

2008 • 180 citations

Max-margin additive classifiers for detection

2009 • 154 citations

Large-scale image categorization with explicit data embedding

2010 • 152 citations

Group-sensitive multiple kernel learning for object categorization

2009 • 150 citations

Building text features for object image classification

2009 • 124 citations

Improving "bag-of-keypoints" image categorisation: Generative Models and PDF-Kernels

2005 • 109 citations

Learning image similarity from Flickr groups using Stochastic Intersection Kernel MAchines

2009 • 83 citations

What is the spatial extent of an object?

2009 • 52 citations

Visual category recognition using Spectral Regression and Kernel Discriminant Analysis

2009 • 24 citations

What is the spatial extent of an object?

2009 • 19 citations