PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Finding People in Images and Videos
Navneet Dalal
(2006) PhD thesis, Institut National Polytechnique de Grenoble.

Abstract

This thesis targets visual object detection in images and videos. Our focus is towards robust encoding of image regions to high-dimensional feature vectors where object/non-object decisions can be made with higher accuracy. The thesis proposes different descriptors based on oriented histograms for image and video encoding, and provides in depth study on how different descriptors and their parameters effect the object detection performance.

EPrint Type:Thesis (PhD)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Machine Vision
Learning/Statistics & Optimisation
ID Code:2373
Deposited By:William Triggs
Deposited On:22 November 2006