{"title":"Dataset and Metrics for Adult Age-Progression Evaluation","authors":"Eric Patterson, Devin Simpson","doi":"10.1145/3077286.3077304","DOIUrl":null,"url":null,"abstract":"Automated age-progression has been a growing area of research, however quantitative measures and common datasets for evaluating methods are undeveloped. We present possible metrics and information about a dataset designed for such comparison, a collection of images that spans a wide range of aging for a variety of individuals. We present initial results of these metrics on the dataset and invite other researchers to collaborate to compare techniques.","PeriodicalId":91384,"journal":{"name":"Proceedings of the 2014 ACM Southeast Regional Conference","volume":"42 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2017-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2014 ACM Southeast Regional Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3077286.3077304","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
Automated age-progression has been a growing area of research, however quantitative measures and common datasets for evaluating methods are undeveloped. We present possible metrics and information about a dataset designed for such comparison, a collection of images that spans a wide range of aging for a variety of individuals. We present initial results of these metrics on the dataset and invite other researchers to collaborate to compare techniques.