loading...
 This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
18th International Conference on Pattern Recognition (ICPR'06) Volume 2
An Information Theoretic Approach for Active and Effective Object Recognitions
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
x 
 
Koichiro DEGUCHI, Hiromi OHTSU, "An Information Theoretic Approach for Active and Effective Object Recognitions," Pattern Recognition, International Conference on, vol. 2, pp. 622, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006.
 
 
BibTex
x
 
@article{ 10.1109/ICPR.2006.252,
author = {Koichiro DEGUCHI and Hiromi OHTSU},
title = {An Information Theoretic Approach for Active and Effective Object Recognitions},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2006},
issn = {1051-4651},
pages = {622},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.252},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - An Information Theoretic Approach for Active and Effective Object Recognitions
SN - 1051-4651
SP
EP
A1 - Koichiro DEGUCHI,
A1 - Hiromi OHTSU,
PY - 2006
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Koichiro DEGUCHI, Tohoku University, Japan
Hiromi OHTSU, Tohoku University, Japan
This paper describes the strategy of optimal action selection for recognition of the observed object among those registered in the image data base from an information theoretic point of view. The goal is to reduce the number and effort of the recognition steps to reach the final decision of the recognition. We have chosen an information theoretic framework, motivated by the fact that sensored image data is not noiseless or ideal, nor can the effect of a certain action be completely determined in advance. We present the strategy of the recognition process, and then, the results of the feasibility study by experiments.
Citation:
Koichiro DEGUCHI, Hiromi OHTSU, "An Information Theoretic Approach for Active and Effective Object Recognitions," icpr, vol. 2, pp.622, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006
Usage of this product signifies your acceptance of the Terms of Use.