{"title":"Research on advanced image analysis and it’s applications","authors":"Devshree Bharatia, Piyush Rane","doi":"10.1109/GCAT47503.2019.8978277","DOIUrl":null,"url":null,"abstract":"An image is an artefact that depicts visual perception and helps to capture a moment in life. With the advancements in computer vision and machine learning, it is now possible to analyse the content of the images and use it for various applications. Using advanced machine learning models of convolutional neural networks it is possible to detect objects or faces within images. Further, Optical Character Recognition can be used for the text extraction and analysis. As a whole, these techniques would contribute in classification of various images based on their content. This powerful analysis and classification of images can be used in various domains to make the life of each individual easier and much smarter.","PeriodicalId":192369,"journal":{"name":"2019 Global Conference for Advancement in Technology (GCAT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 Global Conference for Advancement in Technology (GCAT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GCAT47503.2019.8978277","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
An image is an artefact that depicts visual perception and helps to capture a moment in life. With the advancements in computer vision and machine learning, it is now possible to analyse the content of the images and use it for various applications. Using advanced machine learning models of convolutional neural networks it is possible to detect objects or faces within images. Further, Optical Character Recognition can be used for the text extraction and analysis. As a whole, these techniques would contribute in classification of various images based on their content. This powerful analysis and classification of images can be used in various domains to make the life of each individual easier and much smarter.