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
收藏
页码：1081 / 1086
页数：6
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