{"title":"基于深度学习的盲结构照明层析相显微镜","authors":"Chang Qiao, Hui Qiao, Jiamin Wu, Xiaoxu Li, Jingtao Fan, Qionghai Dai","doi":"10.1364/ntm.2019.nm3c.3","DOIUrl":null,"url":null,"abstract":"Deep learning based tomographic phase microscopy with blind structured illumination (DeepTomo) is a unique imaging mechanism that combines simplified optical design with deep neural networks. The simulation results show that DeepTomo has high spatiotemporal resolution.","PeriodicalId":8973,"journal":{"name":"Biophotonics Congress: Optics in the Life Sciences Congress 2019 (BODA,BRAIN,NTM,OMA,OMP)","volume":"26 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2019-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Deep learning based tomographic phase microscopy with blind structured illumination\",\"authors\":\"Chang Qiao, Hui Qiao, Jiamin Wu, Xiaoxu Li, Jingtao Fan, Qionghai Dai\",\"doi\":\"10.1364/ntm.2019.nm3c.3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Deep learning based tomographic phase microscopy with blind structured illumination (DeepTomo) is a unique imaging mechanism that combines simplified optical design with deep neural networks. The simulation results show that DeepTomo has high spatiotemporal resolution.\",\"PeriodicalId\":8973,\"journal\":{\"name\":\"Biophotonics Congress: Optics in the Life Sciences Congress 2019 (BODA,BRAIN,NTM,OMA,OMP)\",\"volume\":\"26 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-04-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Biophotonics Congress: Optics in the Life Sciences Congress 2019 (BODA,BRAIN,NTM,OMA,OMP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1364/ntm.2019.nm3c.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 Congress 2019 (BODA,BRAIN,NTM,OMA,OMP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1364/ntm.2019.nm3c.3","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Deep learning based tomographic phase microscopy with blind structured illumination
Deep learning based tomographic phase microscopy with blind structured illumination (DeepTomo) is a unique imaging mechanism that combines simplified optical design with deep neural networks. The simulation results show that DeepTomo has high spatiotemporal resolution.