B. R. Chintada, Sebastián Ruiz-Lopera, M. Villiger, B. Bouma, N. Uribe-Patarroyo
{"title":"即插即用深度学习框架在OCT体积散斑减少","authors":"B. R. Chintada, Sebastián Ruiz-Lopera, M. Villiger, B. Bouma, N. Uribe-Patarroyo","doi":"10.1364/boda.2023.dtu3a.2","DOIUrl":null,"url":null,"abstract":"We present a framework for high-performance deep learning despeckling based on a conditional generative adversarial network that can be trained and implemented easily in a multitude of OCT systems.","PeriodicalId":111173,"journal":{"name":"Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN)","volume":"140 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Plug-and-Play Deep Learning Framework for Volumetric Speckle Reduction in OCT\",\"authors\":\"B. R. Chintada, Sebastián Ruiz-Lopera, M. Villiger, B. Bouma, N. Uribe-Patarroyo\",\"doi\":\"10.1364/boda.2023.dtu3a.2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We present a framework for high-performance deep learning despeckling based on a conditional generative adversarial network that can be trained and implemented easily in a multitude of OCT systems.\",\"PeriodicalId\":111173,\"journal\":{\"name\":\"Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN)\",\"volume\":\"140 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\":\"Biophotonics Congress: Optics in the Life Sciences 2023 (OMA, NTM, BODA, OMP, BRAIN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1364/boda.2023.dtu3a.2\",\"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.dtu3a.2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Plug-and-Play Deep Learning Framework for Volumetric Speckle Reduction in OCT
We present a framework for high-performance deep learning despeckling based on a conditional generative adversarial network that can be trained and implemented easily in a multitude of OCT systems.