Title :
An LSI hardware design for online character recognition using associative memory
Author :
Ahmadi, Ali ; Shirakawa, Yoshinori ; Abedin, Anwarul ; Kamimura, Kazuhiro ; Mattausch, Hans Jürgen ; Koide, Tetsushi
Author_Institution :
Res. Center for Nanodevices & Syst., Hiroshima Univ., Higashi-Hiroshima, Japan
Abstract :
In this paper, we propose an associative memory based system for real-time character recognition. Based on an associative memory with 128 reference patterns of size 256 bits designed in 0.35 μm technology we could get an average nearest-match search time of 130 ns for classification of different samples of characters written in Times and Arial fonts. Comparing to other OCR systems, although this prototype model is not yet robust enough, it is advantageous in terms of classification lime and hardware size.
Keywords :
character sets; content-addressable storage; integrated circuit design; large scale integration; memory architecture; optical character recognition; 0.35 micron; 130 ns; 256 bit; Arial fonts; LSI hardware design; OCR systems; Times fonts; associative memory; nearest-match search time; online character recognition; Associative memory; Character recognition; Hardware; Image segmentation; Large scale integration; Optical character recognition software; Prototypes; Real time systems; Robustness; Text recognition;
Conference_Titel :
Circuits and Systems, 2005. 48th Midwest Symposium on
Print_ISBN :
0-7803-9197-7
DOI :
10.1109/MWSCAS.2005.1594138