Paper Info
Title
An Autonomous Decentralized Recognition System Having a Dispersive Wave Property
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 will improve 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.
Year
DOI
Venue
1997
10.1109/ISADS.1997.590606
ISADS
Keywords
Field
DocType
dispersive wave,diffusion equation system,autonomous decentralized system,human-like hysteresis,dispersive wave system,recognition system,dispersive wave property,advantageous property,pattern recognition system,proposed pattern recognition system,computer simulation,associative memory system,associative memory,dispersion,diffusion,image recognition,pixel,pattern recognition,parallel processing,reaction diffusion equation,control systems,decentralized system,explosives,system modeling,wave propagation,stereo vision,hysteresis
Autonomous decentralized system,Content-addressable memory,Wave propagation,Stereopsis,Computer science,Real-time computing,Artificial intelligence,Control system,Computer vision,Topology,Pixel,Acceleration,Content-addressable storage
Conference
ISBN
Citations 
PageRank 
0-8186-7783-X
0
0.34
References 
Authors
2
4
Name
Order
Citations
PageRank
H. Yuasa100.34
H. Maruyama200.34
S. Ito383.80
Masanori Ito46915.48