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

Distinctive Image Features from Scale-Invariant Keypoints

2004 • 52,232 citations

Neural networks for pattern recognition

1994 • 19,343 citations

Kernel Methods for Pattern Analysis

2004 • 6,725 citations

Visual categorization with bags of keypoints

2004 • 4,232 citations

Partial least squares for discrimination

2003 • 2,547 citations

On a measure of divergence between two statistical populations defined by their probability distributions

1943 • 2,022 citations

Convolution kernels on discrete structures

1999 • 1,130 citations

A performance evaluation of local descriptors

2003 • 720 citations

Probability Product Kernels

2004 • 477 citations

A Kullback-Leibler Divergence Based Kernel for SVM Classification in Multimedia Applications

2003 • 380 citations

Recognition with local features: the kernel recipe

2003 • 350 citations

Learning over sets using kernel principal angles

2003 • 262 citations

A kernel between sets of vectors

2003 • 248 citations

Averaging, maximum penalized likelihood and Bayesian estimation for improving Gaussian mixture probability density estimates

1998 • 108 citations

On feature extraction by mutual information maximization

2002 • 29 citations