{"title":"Accelerating PhysenNet by image prior","authors":"Siteng Li, Fei Wang, G. Situ","doi":"10.1364/dh.2022.w5a.54","DOIUrl":null,"url":null,"abstract":"We implement image prior and lightweight convolution in our PhysenNet for phase retrieval. Our results show that better image can be reconstructed while significantly reducing the computation expenses and training time.","PeriodicalId":227456,"journal":{"name":"Digital Holography and 3-D Imaging 2022","volume":"51 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Digital Holography and 3-D Imaging 2022","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1364/dh.2022.w5a.54","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
We implement image prior and lightweight convolution in our PhysenNet for phase retrieval. Our results show that better image can be reconstructed while significantly reducing the computation expenses and training time.