Tzu-Yuan Su, W. W. Hsu, R. Hu, Chia-Chang Tsou, Chun-Han Lin, Wei-Siang Hong
{"title":"Estimating Fish Length Using Mask Region-Based Convolutional Neural Networks","authors":"Tzu-Yuan Su, W. W. Hsu, R. Hu, Chia-Chang Tsou, Chun-Han Lin, Wei-Siang Hong","doi":"10.1109/ECICE55674.2022.10042877","DOIUrl":null,"url":null,"abstract":"Extensive research has been conducted on the growth and the biological behaviours which both require the measurement of the fish samples. However, the existing measurement methods were time-consuming and laborintensive. In this research, we developed a faster method based on machine vision and artificial intelligence to measure the fish size and length automatically to support future ecological research.","PeriodicalId":282635,"journal":{"name":"2022 IEEE 4th Eurasia Conference on IOT, Communication and Engineering (ECICE)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 4th Eurasia Conference on IOT, Communication and Engineering (ECICE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ECICE55674.2022.10042877","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Extensive research has been conducted on the growth and the biological behaviours which both require the measurement of the fish samples. However, the existing measurement methods were time-consuming and laborintensive. In this research, we developed a faster method based on machine vision and artificial intelligence to measure the fish size and length automatically to support future ecological research.