Yongrui Li, X. Sang, Duo Chen, Peng Wang, Huachun Wang, J. Yuan, Kuiru Wang, B. Yan
{"title":"A Hole-Filling Method for DIBR Based on Convolutional Neural Network","authors":"Yongrui Li, X. Sang, Duo Chen, Peng Wang, Huachun Wang, J. Yuan, Kuiru Wang, B. Yan","doi":"10.1364/CLEOPR.2018.F1F.5","DOIUrl":null,"url":null,"abstract":"There are holes for images generated by Depth-Image-Based Rendering (DIBR)method due to occlusion of foreground. An algorithm to fill holes based on convolutional neural networks is presented. PSNR of the image after filling holes is 32.65dB.","PeriodicalId":184212,"journal":{"name":"2018 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1364/CLEOPR.2018.F1F.5","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
There are holes for images generated by Depth-Image-Based Rendering (DIBR)method due to occlusion of foreground. An algorithm to fill holes based on convolutional neural networks is presented. PSNR of the image after filling holes is 32.65dB.