Tian Guanglai, Chi-Cheng Chen, S. Gengxin, Bin Sheng
{"title":"基于自动特征检测的人脸图像变形研究","authors":"Tian Guanglai, Chi-Cheng Chen, S. Gengxin, Bin Sheng","doi":"10.1109/ECBIOS50299.2020.9203749","DOIUrl":null,"url":null,"abstract":"Image morphing refers to the technology that can realize the transformation of the source digital image to the target digital image in a smooth transition way. Among them, the most representative is to deform the human face. This paper implements a morphing method based on the Dlib library for automatic detection of facial feature points, including automatic feature detection, warp image and generalized morphing. This method can automatically calibrate the key points of the face more accurately, and use the Delaunay triangulation mesh deformation algorithm to achieve face image morphing. Experiments on multiple pairs of images prove the effectiveness and feasibility of the method.","PeriodicalId":365765,"journal":{"name":"2020 IEEE 2nd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Research on Face Image Morphing Based on Automatic Feature Detection\",\"authors\":\"Tian Guanglai, Chi-Cheng Chen, S. Gengxin, Bin Sheng\",\"doi\":\"10.1109/ECBIOS50299.2020.9203749\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Image morphing refers to the technology that can realize the transformation of the source digital image to the target digital image in a smooth transition way. Among them, the most representative is to deform the human face. This paper implements a morphing method based on the Dlib library for automatic detection of facial feature points, including automatic feature detection, warp image and generalized morphing. This method can automatically calibrate the key points of the face more accurately, and use the Delaunay triangulation mesh deformation algorithm to achieve face image morphing. Experiments on multiple pairs of images prove the effectiveness and feasibility of the method.\",\"PeriodicalId\":365765,\"journal\":{\"name\":\"2020 IEEE 2nd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS)\",\"volume\":\"24 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE 2nd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ECBIOS50299.2020.9203749\",\"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 2nd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ECBIOS50299.2020.9203749","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on Face Image Morphing Based on Automatic Feature Detection
Image morphing refers to the technology that can realize the transformation of the source digital image to the target digital image in a smooth transition way. Among them, the most representative is to deform the human face. This paper implements a morphing method based on the Dlib library for automatic detection of facial feature points, including automatic feature detection, warp image and generalized morphing. This method can automatically calibrate the key points of the face more accurately, and use the Delaunay triangulation mesh deformation algorithm to achieve face image morphing. Experiments on multiple pairs of images prove the effectiveness and feasibility of the method.