Concepedia

Frank Nielsen

FN

101

Publications

5K

Citations

39

H-Index

1996

Active since

Affiliations

Sony Computer Science Laboratories(Current)

École Polytechnique

Laboratoire d'Informatique de l'École Polytechnique

Centre National de la Recherche Scientifique

Frank Nielsen is an author at Sony Computer Science Laboratories specializing in engineering, computer science, and computational geometry.

Top concepts

EngineeringData ScienceComputer ScienceComputational GeometryStatisticsStatistical InferenceProbabilityNatural SciencesPattern RecognitionImage Analysis

Publications per year

1996–2023

101

Publications

101

Statistical region merging

Richard Nock, Frank Nielsen · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 803 citations

Scene Analysis, Engineering, Fast Segmentation +20

On weighting clustering

Richard Nock, Frank Nielsen · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 244 citations

Cluster Computing, Engineering, Machine Learning +17

On the Jensen–Shannon Symmetrization of Distances Relying on Abstract Means

Frank Nielsen · Entropy · 2019 · 233 citations · Full text

Sided and Symmetrized Bregman Centroids

Frank Nielsen, Richard Nock · IEEE Transactions on Information Theory · 2009 · 165 citations

Integral Geometry, Engineering, Geometry +18

The Burbea-Rao and Bhattacharyya Centroids

Frank Nielsen, Sylvain Boltz · IEEE Transactions on Information Theory · 2011 · 164 citations · Full text

Rows per page

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