Adam Polakovic, R. Vargic, G. Rozinaj, Gabriel-Miro Muntean
{"title":"An Approach to Video Compression Using Saliency Based Foveation","authors":"Adam Polakovic, R. Vargic, G. Rozinaj, Gabriel-Miro Muntean","doi":"10.23919/ELMAR.2018.8534631","DOIUrl":null,"url":null,"abstract":"This research aims to increase quality of experience for video consumers by introducing an approach with saliency-based video foveation coupled with compression algorithm. This approach uses eye tracking information to build the saliency map and allows multiple usage scenarios. The approach can be used in single or multiple viewer environments. We evaluate the approach and provide results based on subjective measurements. The results confirm that the proposed approach for video compression is competitive and can deliver better quality of experience than standard video compression algorithms.","PeriodicalId":175742,"journal":{"name":"2018 International Symposium ELMAR","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Symposium ELMAR","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/ELMAR.2018.8534631","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
This research aims to increase quality of experience for video consumers by introducing an approach with saliency-based video foveation coupled with compression algorithm. This approach uses eye tracking information to build the saliency map and allows multiple usage scenarios. The approach can be used in single or multiple viewer environments. We evaluate the approach and provide results based on subjective measurements. The results confirm that the proposed approach for video compression is competitive and can deliver better quality of experience than standard video compression algorithms.