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Component Analysis of Hidden Markov Models in Computer Vision
Mantova, Italy September 17-September 19
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICIAP.2003.123410112th International Conference on Imag ...
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Terry Caelli, Brendan McCane, "Component Analysis of Hidden Markov Models in Computer Vision," Image Analysis and Processing, International Conference on, pp. 510, 12th International Conference on Image Analysis and Processing (ICIAP'03), 2003.
 
 
BibTex
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@article{ 10.1109/ICIAP.2003.1234101,
author = {Terry Caelli and Brendan McCane},
title = {Component Analysis of Hidden Markov Models in Computer Vision},
journal ={Image Analysis and Processing, International Conference on},
volume = {0},
year = {2003},
isbn = {0-7695-1948-2},
pages = {510},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICIAP.2003.1234101},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Image Analysis and Processing, International Conference on
TI - Component Analysis of Hidden Markov Models in Computer Vision
SN - 0-7695-1948-2
SP
EP
A1 - Terry Caelli,
A1 - Brendan McCane,
PY - 2003
KW - null
VL - 0
JA - Image Analysis and Processing, International Conference on
ER -
 
Terry Caelli, University of Alberta
Brendan McCane, University of Otago
Hidden Markov models (HMMs) have become a standard tool for pattern recognition in computer vision. Although parameter and topology estimation have been studied, and still are, detailed analysis of how these estimated parameters contribute to HMM performance is rarely addressed. In this paper we develop tools for measuring such contributions and illustrate key issues in a representative task of gesture recognition — 3D motion recovery from 2D projections.
Citation:
Terry Caelli, Brendan McCane, "Component Analysis of Hidden Markov Models in Computer Vision," iciap, pp.510, 12th International Conference on Image Analysis and Processing (ICIAP'03), 2003
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