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Handbook of Statistics by Venu Govindaraju, C.R. Rao

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Chapter 7

Statistical Methods on Special Manifolds for Image and Video Understanding

Pavan Turaga1, Rama Chellappa2 and Anuj Srivastava3,    1School of Arts, Media, Engineering, School of Electrical, Computer, Energy Engineering, Arizona State University, Tempe, AZ, USA, 2Department of Electrical and Computer Engineering and UMIACS, University of Maryland, College Park, MD 20742, USA, 3Department of Statistics, Florida State University, Tallahassee, FL, USA, 1pturaga@asu.edu2rama@umiacs.umd.edu3anuj@stat.fsu.edu

Abstract

In this chapter we describe some recent advances in image and video understanding applications based on statistical inference methods over nonlinear manifolds. These tools are developed by adapting techniques from multivariate ...

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