软件导刊Issue(2):143-144,145,3.DOI:10.11907/rjdk.143807
基于简化PCNN的脉冲噪声滤波
Noise Image Filtering Method Based on Simplified PCNN
摘要
Abstract
Based on Pulse Coupled Neural networks ,an effective pulse noise image filtering method is proposed .Synchro‐nous pulses were burst by using the similar groups of neurons in a PCNN ,whereby the noise pixels are detected;then me‐dian filtering method filtered the noise in a noise image .Simulation results show that the proposed method has excellent filtering performance for the noise images of different noise intensity ,the proposed method has remarkable superiority over other ones in both simulation performance and running efficiency .关键词
脉冲耦合神经网络/脉冲噪声/同步脉冲Key words
Pulsed Coupled Neural network/Pulse noise/Synchronous Pulse分类
信息技术与安全科学引用本文复制引用
郭旭展,姚建峰..基于简化PCNN的脉冲噪声滤波[J].软件导刊,2015,(2):143-144,145,3.基金项目
河南省教育厅科学技术研究重点项目(12A520036);信阳师范学院青年基金项目 ()