G. Mittal, Sushrutha Locharam, S. Sasi, G. R. Shaffer, Ajith K. Kumar
{"title":"An Efficient Video Enhancement Method Using LA*B* Analysis","authors":"G. Mittal, Sushrutha Locharam, S. Sasi, G. R. Shaffer, Ajith K. Kumar","doi":"10.1109/AVSS.2006.20","DOIUrl":null,"url":null,"abstract":"In this paper, an efficient technique is proposed for real-time enhancement of video containing inconsistent and complex conditions like nonuniform and insufficient lighting. Beyond providing digital tools for video enhancement, this method provides a better approach to enhance a video in low lighting conditions without any loss of color information. This approach is based on histogram manipulations on La*b* color model of the video frame. This algorithm provides an effective way for video enhancement with simple computational procedures, which makes real-time enhancement for homeland security application successfully realized. Simulation is done on videos taken under bad lighting conditions and results are presented.","PeriodicalId":289876,"journal":{"name":"2006 IEEE International Conference on Video and Signal Based Surveillance","volume":"51 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2006 IEEE International Conference on Video and Signal Based Surveillance","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AVSS.2006.20","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8
Abstract
In this paper, an efficient technique is proposed for real-time enhancement of video containing inconsistent and complex conditions like nonuniform and insufficient lighting. Beyond providing digital tools for video enhancement, this method provides a better approach to enhance a video in low lighting conditions without any loss of color information. This approach is based on histogram manipulations on La*b* color model of the video frame. This algorithm provides an effective way for video enhancement with simple computational procedures, which makes real-time enhancement for homeland security application successfully realized. Simulation is done on videos taken under bad lighting conditions and results are presented.