{"title":"Cell Phone Microscopy Image Restoration with Deep Prior in Raw Domain","authors":"Xiaofei Song, Liping Ren, Yuanlong Zhang, Jiachen Xie, Jiamin Wu, Haoqian Wang, Qionghai Dai","doi":"10.1364/boda.2023.jtu4a.3","DOIUrl":null,"url":null,"abstract":"Cell phone microscopes usually suffer from low resolution due to the limitation of size. We propose a PSF-aware deep network in raw domain to perform image restoration task, accomplishing high performance in experimental capture.","PeriodicalId":111173,"journal":{"name":"Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN)","volume":"83 3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1364/boda.2023.jtu4a.3","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
Cell phone microscopes usually suffer from low resolution due to the limitation of size. We propose a PSF-aware deep network in raw domain to perform image restoration task, accomplishing high performance in experimental capture.
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