Repairing of Motion Vectors within Defect Regions Based on Temporal Continuity of Motion Trajectory and Blotch Detection in Old Color Films

B. Dizdaroğlu, A. Gangal
{"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}
引用次数: 0

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.
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
本文提出了一种旧彩色胶片中色斑等缺陷的自动检测算法。首先,采用不需要运动估计的非局部均值法对图像序列进行去噪。然后,考虑运动轨迹的时间连续性,对缺陷区域内被错误估计的运动矢量进行重新估计。最后,利用脉冲检测指数(SDI)方法检测薄膜中的缺陷,该方法易于适应彩色图像序列。在人工破坏和真实薄膜上测试了该方法的性能,并对所得结果进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信