{"title":"基于运动轨迹时间连续性和斑点检测的旧彩色胶片缺陷区域内运动向量修复","authors":"B. Dizdaroğlu, A. Gangal","doi":"10.1109/SIU.2007.4298857","DOIUrl":null,"url":null,"abstract":"In this work, an algorithm is proposed for the automatic detection of defects such as blotches in old color films. First, non-local means method, which does not require motion estimation, is used for noise removal in image sequence. After that, motion vectors that are incorrectly estimated within defect regions are reestimated by taking into account the temporal continuity of motion trajectory. Finally, defects in films are detected by spike detection index (SDI) method, which are easily adapted to color image sequences. Performance of the method is tested on artificially corrupted and real films, and obtained results are demonstrated.","PeriodicalId":315147,"journal":{"name":"2007 IEEE 15th Signal Processing and Communications Applications","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2007-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Repairing of Motion Vectors within Defect Regions Based on Temporal Continuity of Motion Trajectory and Blotch Detection in Old Color Films\",\"authors\":\"B. Dizdaroğlu, A. Gangal\",\"doi\":\"10.1109/SIU.2007.4298857\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this work, an algorithm is proposed for the automatic detection of defects such as blotches in old color films. First, non-local means method, which does not require motion estimation, is used for noise removal in image sequence. After that, motion vectors that are incorrectly estimated within defect regions are reestimated by taking into account the temporal continuity of motion trajectory. Finally, defects in films are detected by spike detection index (SDI) method, which are easily adapted to color image sequences. Performance of the method is tested on artificially corrupted and real films, and obtained results are demonstrated.\",\"PeriodicalId\":315147,\"journal\":{\"name\":\"2007 IEEE 15th Signal Processing and Communications Applications\",\"volume\":\"41 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2007-06-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2007 IEEE 15th Signal Processing and Communications Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SIU.2007.4298857\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2007 IEEE 15th Signal Processing and Communications Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SIU.2007.4298857","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Repairing of Motion Vectors within Defect Regions Based on Temporal Continuity of Motion Trajectory and Blotch Detection in Old Color Films
In this work, an algorithm is proposed for the automatic detection of defects such as blotches in old color films. First, non-local means method, which does not require motion estimation, is used for noise removal in image sequence. After that, motion vectors that are incorrectly estimated within defect regions are reestimated by taking into account the temporal continuity of motion trajectory. Finally, defects in films are detected by spike detection index (SDI) method, which are easily adapted to color image sequences. Performance of the method is tested on artificially corrupted and real films, and obtained results are demonstrated.