Francisco J. Gallegos-Funes , Volodymyr I. Ponomaryov
{"title":"脉冲噪声下基于鲁棒估计的实时图像滤波方案","authors":"Francisco J. Gallegos-Funes , Volodymyr I. Ponomaryov","doi":"10.1016/j.rti.2004.02.002","DOIUrl":null,"url":null,"abstract":"<div><p>This paper presents the capability and real-time processing features of a robust filter for the removal of impulsive noise in image processing applications. The real-time implementation of image filtering was realized on the DSP TMS320C6701. Extensive simulation results with different images have demonstrated that the proposed filter consistently outperforms other filters by balancing the tradeoff between noise suppression and fine detail preservation. We simulated impulsive corrupted video sequences to demonstrate that the proposed method potentially could provide a real-time solution to quality video transmission.</p></div>","PeriodicalId":101062,"journal":{"name":"Real-Time Imaging","volume":"10 2","pages":"Pages 69-80"},"PeriodicalIF":0.0000,"publicationDate":"2004-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.rti.2004.02.002","citationCount":"60","resultStr":"{\"title\":\"Real-time image filtering scheme based on robust estimators in presence of impulsive noise\",\"authors\":\"Francisco J. Gallegos-Funes , Volodymyr I. Ponomaryov\",\"doi\":\"10.1016/j.rti.2004.02.002\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>This paper presents the capability and real-time processing features of a robust filter for the removal of impulsive noise in image processing applications. The real-time implementation of image filtering was realized on the DSP TMS320C6701. Extensive simulation results with different images have demonstrated that the proposed filter consistently outperforms other filters by balancing the tradeoff between noise suppression and fine detail preservation. We simulated impulsive corrupted video sequences to demonstrate that the proposed method potentially could provide a real-time solution to quality video transmission.</p></div>\",\"PeriodicalId\":101062,\"journal\":{\"name\":\"Real-Time Imaging\",\"volume\":\"10 2\",\"pages\":\"Pages 69-80\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2004-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1016/j.rti.2004.02.002\",\"citationCount\":\"60\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Real-Time Imaging\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S107720140400004X\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Real-Time Imaging","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S107720140400004X","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Real-time image filtering scheme based on robust estimators in presence of impulsive noise
This paper presents the capability and real-time processing features of a robust filter for the removal of impulsive noise in image processing applications. The real-time implementation of image filtering was realized on the DSP TMS320C6701. Extensive simulation results with different images have demonstrated that the proposed filter consistently outperforms other filters by balancing the tradeoff between noise suppression and fine detail preservation. We simulated impulsive corrupted video sequences to demonstrate that the proposed method potentially could provide a real-time solution to quality video transmission.