THE DESIGN OF ROTATION-INVARIANT PATTERN-RECOGNITION USING THE SILICON RETINA

Authors
Citation
Cf. Chiu et Cy. Wu, THE DESIGN OF ROTATION-INVARIANT PATTERN-RECOGNITION USING THE SILICON RETINA, IEEE journal of solid-state circuits, 32(4), 1997, pp. 526-534
Citations number
22
Categorie Soggetti
Engineering, Eletrical & Electronic
ISSN journal
00189200
Volume
32
Issue
4
Year of publication
1997
Pages
526 - 534
Database
ISI
SICI code
0018-9200(1997)32:4<526:TDORPU>2.0.ZU;2-3
Abstract
A new rotation-invariant pattern recognition system is proposed and an alyzed, In this system, silicon retina cells capable of image sensing and edge extraction are used so that the system can directly process i mages from the real world without an extra edge detector, The rotation -invariant discrete correlation function is modified and implemented i n the silicon retina structure by using the current summation. Simulat ion results have verified the correct function of the proposed system, Moreover, an experimental chip to implement the proposed system with a 32 x 32 cell array has been designed and fabricated in 0.8-mu m n-we ll CMOS process, Experimental results have successfully shown that the system works well for the arbitrary orientation pattern recognition.