CHARACTER-RECOGNITION USING A FAST NEURAL-NET CLASSIFIER

被引：4

作者：

LI, RY

XU, M

机构：

[1] Department of Electrical Engineering, University of Nebraska, Lincoln

来源：

PATTERN RECOGNITION LETTERS | 1992年 / 13卷 / 05期

关键词：

CHARACTER RECOGNITION; MOMENT INVARIANTS; NEURAL-NET CLASSIFIER; CORRELATION-BASED LEARNING VECTOR ANALYSIS;

D O I：

10.1016/0167-8655(92)90034-W

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A correlation-based neural-net classifier is used to classify printed characters using moment invariants as the feature inputs. This classifier drastically reduces the training time by setting up initial weights and a hidden layer structure more suitable for fast convergence.

引用

页码：369 / 374

页数：6

共 50 条

[1] KANJI CHARACTER-RECOGNITION USING NEURAL NETWORKS
UEDA, T
ISHIZUKA, Y
ARAMAKI, T
TOGAWA, F
TANAKA, A
[J]. SHARP TECHNICAL JOURNAL, 1991, (51): : 25 - 30
[2] PITCH DETECTION WITH A NEURAL-NET CLASSIFIER
BARNARD, E
COLE, RA
VEA, MP
ALLEVA, FA
[J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1991, 39 (02) : 298 - 307
[3] CHARACTER-RECOGNITION WITH NEURAL NETWORKS
FUKUSHIMA, K
[J]. NEUROCOMPUTING, 1992, 4 (05) : 221 - 233
[4] NEURAL NETWORKS AND CHARACTER-RECOGNITION
KARNOFSKY, K
[J]. DR DOBBS JOURNAL, 1993, 18 (06): : 96 - &
[5] OPTICAL CHARACTER-RECOGNITION USING ARTIFICIAL NEURAL NETWORKS
ALPAYDIN, E
[J]. FIRST IEE INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS, 1989, : 191 - 195
[6] A NEURAL NETWORK APPROACH TO CHARACTER-RECOGNITION
RAJAVELU, A
MUSAVI, MT
SHIRVAIKAR, MV
[J]. NEURAL NETWORKS, 1989, 2 (05) : 387 - 393
[7] OPTICAL CHARACTER-RECOGNITION BY A NEURAL NETWORK
SABOURIN, M
MITICHE, A
[J]. NEURAL NETWORKS, 1992, 5 (05) : 843 - 852
[8] CHARACTER-RECOGNITION WITH THE RANDOM NEURAL NETWORK
MOKHTARI, M
[J]. COMPTES RENDUS DE L ACADEMIE DES SCIENCES SERIE II, 1993, 316 (06): : 759 - 762
[9] TRAINING NEURAL-NET CLASSIFIER TO IMPROVE GENERALIZATION CAPABILITY
KAYAMA, M
ABE, S
[J]. SYSTEMS AND COMPUTERS IN JAPAN, 1994, 25 (02) : 101 - 110
[10] CHARACTER-RECOGNITION
BELAID, A
HATON, JP
[J]. RECHERCHE, 1985, 16 (170): : 1188 - &

← 1 2 3 4 5 →