{"title":"基于深度学习的OCT图像处理研究","authors":"Senyue Hao, Gang Hao","doi":"10.1109/ICEIEC49280.2020.9152347","DOIUrl":null,"url":null,"abstract":"Optical coherence tomography (OCT) is a new imaging technique that can realize non-invasive tomography of the measured object. Deep Learning is one of Machine Learning algorithms that advanced in computer vision nowadays. OCT image processing based on deep learning is currently a hot research topic. This paper reviews the research progress of OCT image processing technology based on deep learning, including the research of deep learning in OCT image recognition, image segmentation, image enhancement and denoising. Some future research directions of OCT image processing based on deep learning are given in the end.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on OCT Image Processing Based on Deep Learning\",\"authors\":\"Senyue Hao, Gang Hao\",\"doi\":\"10.1109/ICEIEC49280.2020.9152347\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Optical coherence tomography (OCT) is a new imaging technique that can realize non-invasive tomography of the measured object. Deep Learning is one of Machine Learning algorithms that advanced in computer vision nowadays. OCT image processing based on deep learning is currently a hot research topic. This paper reviews the research progress of OCT image processing technology based on deep learning, including the research of deep learning in OCT image recognition, image segmentation, image enhancement and denoising. Some future research directions of OCT image processing based on deep learning are given in the end.\",\"PeriodicalId\":352285,\"journal\":{\"name\":\"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)\",\"volume\":\"42 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICEIEC49280.2020.9152347\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEIEC49280.2020.9152347","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on OCT Image Processing Based on Deep Learning
Optical coherence tomography (OCT) is a new imaging technique that can realize non-invasive tomography of the measured object. Deep Learning is one of Machine Learning algorithms that advanced in computer vision nowadays. OCT image processing based on deep learning is currently a hot research topic. This paper reviews the research progress of OCT image processing technology based on deep learning, including the research of deep learning in OCT image recognition, image segmentation, image enhancement and denoising. Some future research directions of OCT image processing based on deep learning are given in the end.