DocumentCode :
1814431
Title :
An autonomous decentralized recognition system having a dispersive wave property
Author :
Yuasa, Hideo ; Ito, Satoshi ; MARUYAMA, Hideo ; Ito, Masami
Author_Institution :
Sch. of Eng., Nagoya Univ., Japan
fYear :
1997
fDate :
9-11 Apr 1997
Firstpage :
75
Lastpage :
82
Abstract :
The concept of an autonomous decentralized system can be applied to recognizing various complicated and skillful actions performed by humans. This concept is the basis for a proposed pattern recognition system, which can be regarded as an associative memory system modeled by a reaction-diffusion equation system. This paper improves upon this pattern recognition system using the property of a dispersive wave instead of diffusion. This improvement has three advantages: acceleration of recognition, spread of similar regions and human-like hysteresis in recognition. Computer simulation has shown that propagation of a dispersive wave is faster than that of diffusion, and that the dispersive wave system exhibits the above advantageous properties of recognition
Keywords :
content-addressable storage; diffusion; digital simulation; dispersion (wave); hysteresis; pattern recognition; wave propagation; associative memory system; autonomous decentralized recognition system; computer simulation; dispersive wave propagation; human actions; hysteresis; pattern recognition system; reaction-diffusion equation system; similar regions spread; skillful actions; Associative memory; Control systems; Dispersion; Explosives; Humans; Image recognition; Parallel processing; Pattern recognition; Pixel; Stereo vision;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Autonomous Decentralized Systems, 1997. Proceedings. ISADS 97., Third International Symposium on
Conference_Location :
Berlin
Print_ISBN :
0-8186-7783-X
Type :
conf
DOI :
10.1109/ISADS.1997.590606
Filename :
590606
Link To Document :
بازگشت