Image-processing algorithms realized by discrete-time cellular neural networks and their circuit implementations

被引：51

作者：

Chen, Hsin-Chieh ^{[1
]}

Hung, Yung-Ching ^{[1
]}

Chen, Chang-Kuo ^{[1
]}

Liao, Teh-Lu ^{[1
]}

Chen, Chun-Kuo ^{[1
]}

机构：

[1] Natl Cheng Kung Univ, Dept Engn Sci, Tainan 701, Taiwan

来源：

CHAOS SOLITONS & FRACTALS | 2006年 / 29卷 / 05期

关键词：

D O I：

10.1016/j.chaos.2005.08.067

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

In this study, eight image tasks: connected component detection (CCD) with down, right, +45 degrees and -45 degrees directions, edge detection, shadow projection with left and right directions and point removal are analyzed. These tasks are solved using the binary input and binary output discrete-time cellular neural networks (DTCNNs) associated with suitable templates. Furthermore, the behavior of the DTCNNs can be realized using Boolean functions, and the corresponding equivalent logic circuits are derived. An 8 x 8 DTCNNs-based image-processing chip is implemented by the FPGA technology. A simulation of the chip developed for the CCD task is also presented. (c) 2005 Elsevier Ltd. All rights reserved.

引用

页码：1100 / 1108

页数：9

共 19 条

[1]

AIZENBERG IN, 1998, P 5 IEEE INT WORKSH, P306

[2]

ALANI NNK, 1998, P 5 IEEE INT WORKSH, P243

[3]

BOU DVD, 1998, PRACTICAL XILINX DES

[4]

Chua L.O., 1998, WORLD SCI SERIES N A, V31

[5] CELLULAR NEURAL NETWORKS - APPLICATIONS [J].

CHUA, LO ;

YANG, L .

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (10) :1273-1290

[6] CELLULAR NEURAL NETWORKS - THEORY [J].

CHUA, LO ;

YANG, L .

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (10) :1257-1272

[7]

CRUZ JM, 1992, CELLULAR NEURAL NETW, P117

[8]

GONZALOG RC, 1992, DIGITAL IMAGE PROCES

[9] DISCRETE-TIME CELLULAR NEURAL NETWORKS [J].

HARRER, H ;

NOSSEK, JA .

INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 1992, 20 (05) :453-467

[10]

Harrer H., 1994, Proceedings of the Third IEEE International Workshop on Cellular Neural Networks and their Applications (CNNA-94) (Cat. No.94TH0693-2), P201, DOI 10.1109/CNNA.1994.381679

← 1 2 →