Image compression using multilayer neural networks based on Fast Bacterial Swarming Algorithm

被引：2

作者：

Chu, Ying ^{[1
]}

Mi, Hua ^{[1
]}

Ji, Zhen ^{[1
]}

Shao, Zi-Bo ^{[2
]}

机构：

[1] Shenzhen Univ, Fac Informat Engn, TI DSPs Lab, Shenzhen 518060, Peoples R China

[2] UCL, Dept Elect & Elect Engn, London, England

来源：

PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2008年

关键词：

image compression; multilayer neural network; Fast Bacterial Swarming Algorithm;

D O I：

10.1109/ICMLC.2008.4620901

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

A novel multilayer neural network based on Fast Bacterial Swarming Algorithm (FBSA) for image compression is presented in this paper. The proposed novel neural network combines the traditional structure of two-layer symmetric Artificial Neural Network (ANN) and the newly presented FBSA, which demonstrates quick and good performance for high-dimensional function optimization problems. Comparison of the qualities or the reconstructed images had shown the effective improvement using the proposed algorithm than using the conventional BP network.

引用

页码：2890 / +

页数：2

共 11 条

[1] Image compression using multilayer neural networks [J].

Abdel-Wahhab, O ;

Fahmy, MM .

IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING, 1997, 144 (05) :307-312

[2]

[黄雪梅 HUANG Xuemei], 2005, [计算机仿真, Computer Simulation], V22, P118

[3]

IVAN V, 2006, 48 INT S ELMAR 2006, P95

[4]

Liu K, 2007, J MATER SCI TECHNOL, V23, P312

[5]

LIU XY, 2004, COMPUTER APPL SOFTWA, V12, P14

[6]

Passino KM, 2002, IEEE CONTR SYST MAG, V22, P52, DOI 10.1109/MCS.2002.1004010

[7]

QIU, 1993, WORKSH NEUR NETW APP, P73

[8]

SONEHARA N, 1989, P INT JOINT C NEUR N, P35

[9]

Wang Shi-fang, 2007, Chinese Journal of Quantum Electronics, V24, P425

[10]

YAN L, 2003, OPTICS OPTOCLECTRONI, V1, P26

← 1 2 →