{"title":"基于原始域深度先验的手机显微图像恢复","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":"{\"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}","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}
Cell Phone Microscopy Image Restoration with Deep Prior in Raw Domain
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.