Application of BP Neural Network in Image Compression under the Matlab

被引：0

作者：

Du Yang ^{[1
]}

Zhan Binghong ^{[2
]}

Tian Jiaxin ^{[1
]}

Guo Fei ^{[1
]}

机构：

[1] Beijing Inst Fash Technol, Informat Engn Inst, Beijing, Peoples R China

[2] Beijing Inst Fash Technol, Acad Art&Design, Beijing, Peoples R China

来源：

2017 INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS, ELECTRONICS AND CONTROL (ICCSEC) | 2017年

关键词：

BP artificial network; image compressing; matlab simulation;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Artificial neural network plays the important role in more and more field, and the most basic network is BP(Back Propagation) neural network. Data was coded by BP neural network through multi-layer feedforward network to provide the ability of data compression. By data compression, image can be compressed, and it is called the application of artificial neural network in the image processing field. Using the artificial neural network to process image and through Matlab simulate experiment, the image can be compressed and reconstructed.

引用

页码：1081 / 1086

页数：6

共 50 条

[41] BFA BASED NEURAL NETWORK FOR IMAGE COMPRESSION
Chu Ying Mi Hua Ji Zhen (TI DSPs Lab
Journal of Electronics(China), 2008, (03) : 405 - 408
[42] A NEURAL NETWORK BASED IMAGE COMPRESSION SYSTEM
LU, CC
SHIN, YH
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 1992, 38 (01) : 25 - 29
[43] Application of BP Neural Network in Predicting Deformation
Wang, Rui
Yu, Guangrui
Chen, Yu
Jia, Zhanyong
Zhang, Jun
Liu, Zhichao
Wang, Ping
Yuan, Pengcai
Wu, Yunbilige
2017 4TH INTERNATIONAL SYMPOSIUM ON COMPUTER, COMMUNICATION, CONTROL AND AUTOMATION (3CA 2017), 2017, : 107 - 112
[44] An Improvement and Application of Genetic BP Neural Network
Yang, Juan
Huang, Li
2015 11TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2015, : 10 - 13
[45] Improved BP Neural Network and Its Application
Liu, Jian-juan
Xu, Zhen-fang
2010 THE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION (PACIIA2010), VOL VI, 2010, : 289 - 293
[46] BP Neural Network Sensitivity Analysis and Application
Wu, Jianhui
Wang, Gouli
Yin, Sufeng
Yu, Liqun
INFORMATION COMPUTING AND APPLICATIONS, PT 1, 2010, 105 : 444 - 449
[47] APPLICATION OF A BP NEURAL NETWORK IN ELECTRICAL AUTOMATIONS
Han, Zhenhua
International Journal of Mechatronics and Applied Mechanics, 2021, 2 (10): : 119 - 128
[48] Optimization and application research of BP neural network
Lu, Y.
Zhao, Z.
Beijing Huagong Daxue Xuebao(Ziran Kexueban)/Journal of Beijing University of Chemical Technology, 2001, 28 (01): : 67 - 69
[49] Improved BP Neural Network and Its Application
Liu, Jian-juan
Xu, Zhen-fang
2011 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION AND INDUSTRIAL APPLICATION (ICIA2011), VOL I, 2011, : 285 - 289
[50] Application of BP Neural Network for Wind Turbines
Xing, Zuoxia
Li, Qinwei
Su, Xianbin
Gu, Hengyi
ICICTA: 2009 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL I, PROCEEDINGS, 2009, : 42 - 44

← 1 2 3 4 5 →