Improved fast gauss transform and efficient kernel density estimation

Pattern Classification

2012 • 20,094 citations

Normalized cuts and image segmentation

2000 • 15,262 citations

Mean shift: a robust approach toward feature space analysis

2002 • 11,059 citations

On Estimation of a Probability Density Function and Mode

1962 • 9,957 citations

Learning with Kernels

2001 • 8,543 citations

A fast algorithm for particle simulations

1987 • 4,825 citations

Learning With Kernels: Support Vector Machines, Regularization, Optimization, and Beyond

2003 • 4,300 citations

Remarks on Some Nonparametric Estimates of a Density Function

1956 • 4,296 citations

Pattern Classification

2001 • 3,951 citations

Mean shift, mode seeking, and clustering

1995 • 3,747 citations

The estimation of the gradient of a density function, with applications in pattern recognition

1975 • 2,964 citations

Clustering to minimize the maximum intercluster distance

1985 • 1,667 citations

A Best Possible Heuristic for the k-Center Problem

1985 • 918 citations

Estimation of a multivariate density

1966 • 667 citations

Robust Statistical Procedures.

1978 • 532 citations

The Fast Gauss Transform

1991 • 504 citations

Optimal algorithms for approximate clustering

1988 • 428 citations

Algorithm AS 176: Kernel Density Estimation Using the Fast Fourier Transform

1982 • 285 citations

Robust Statistical Procedures

1996 • 236 citations

Approximation algorithms for geometric problems

1996 • 119 citations

A fast algorithm for the evaluation of heat potentials

1990 • 115 citations

The reduced Parzen classifier

1989 • 94 citations

Algorithm AS 176: Kernel Density Estimation Using the Fast Fourier Transform

1982 • 87 citations

The Fast Gauss Transform with Variable Scales

1991 • 61 citations

Efficient non-parametric adaptive color modeling using fast Gauss transform

2005 • 56 citations

Mean-shift analysis using quasiNewton methods

2004 • 55 citations

Fast Parzen density estimation using clustering-based branch and bound

1994 • 50 citations

Data Structures, Optimal Choice of Parameters, and Complexity Results for Generalized Multilevel Fast Multipole Methods in $d$ Dimensions

2003 • 46 citations

A New Error Estimate of the Fast Gauss Transform

2002 • 44 citations

A Fast Algorithm for Nonparametric Probability Density Estimation

1982 • 39 citations

Data Structures in Kernel Density Estimation

1985 • 9 citations