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Seventh International Workshop on Computer Architecture for Machine Perception (CAMP'05)
Automatic Parameter Regulation for a Tracking System with an Auto-Critical Function
Palermo, Italy
July 04-July 06
ISBN: 0-7695-2255-6
ASCII Text
x 
 
Daniela Hall, "Automatic Parameter Regulation for a Tracking System with an Auto-Critical Function," Computer Architectures for Machine Perception, International Workshop on, pp. 39-45, Seventh International Workshop on Computer Architecture for Machine Perception (CAMP'05), 2005.
 
 
BibTex
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@article{ 10.1109/CAMP.2005.14,
author = {Daniela Hall},
title = {Automatic Parameter Regulation for a Tracking System with an Auto-Critical Function},
journal ={Computer Architectures for Machine Perception, International Workshop on},
volume = {0},
year = {2005},
isbn = {0-7695-2255-6},
pages = {39-45},
doi = {http://doi.ieeecomputersociety.org/10.1109/CAMP.2005.14},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Computer Architectures for Machine Perception, International Workshop on
TI - Automatic Parameter Regulation for a Tracking System with an Auto-Critical Function
SN - 0-7695-2255-6
SP39
EP45
A1 - Daniela Hall,
PY - 2005
KW - null
VL - 0
JA - Computer Architectures for Machine Perception, International Workshop on
ER -
 
Daniela Hall, INRIA
In this article we propose an architecture of a tracking system that can judge its own performance by an auto-critical function. Performance drops can be detected which trigger an automatic parameter regulation module. This regulation module is an expert system that searches a parameter setting with better performance and returns it to the tracking system. With such an architecture, a robust tracking system can be implemented which automatically adapts its parameters in case of changes in the environmental conditions. This article opens a way to self-adaptive systems in detection and recognition.
Citation:
Daniela Hall, "Automatic Parameter Regulation for a Tracking System with an Auto-Critical Function," camp, pp.39-45, Seventh International Workshop on Computer Architecture for Machine Perception (CAMP'05), 2005
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