一个交互式工具，用于极其密集的人脸标记

International Workshop on Video and Image Ground Truth in Computer Vision Applications Pub Date : 2012-05-21 DOI:10.1145/2304496.2304509

B. Barbour, K. Ricanek

{"title":"一个交互式工具，用于极其密集的人脸标记","authors":"B. Barbour, K. Ricanek","doi":"10.1145/2304496.2304509","DOIUrl":null,"url":null,"abstract":"The purpose of this paper is to introduce a tool that provides a GUI for generating a ground truth for landmark positions for 2D images used in computer vision applications. Further, we demonstrate via a case study that this tool greatly improves manual landmarking in the case of extremely dense (more than 250 points per images) annotation of face images with a factor of two speed up. Moreover the tool incorporates workflow technology capable of allowing multiple land-markers to work on the same set of images and for quality assurance checks. We are in the process of making this tool freely available to researchers from academia.","PeriodicalId":196376,"journal":{"name":"International Workshop on Video and Image Ground Truth in Computer Vision Applications","volume":"54 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"An interactive tool for extremely dense landmarking of faces\",\"authors\":\"B. Barbour, K. Ricanek\",\"doi\":\"10.1145/2304496.2304509\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The purpose of this paper is to introduce a tool that provides a GUI for generating a ground truth for landmark positions for 2D images used in computer vision applications. Further, we demonstrate via a case study that this tool greatly improves manual landmarking in the case of extremely dense (more than 250 points per images) annotation of face images with a factor of two speed up. Moreover the tool incorporates workflow technology capable of allowing multiple land-markers to work on the same set of images and for quality assurance checks. We are in the process of making this tool freely available to researchers from academia.\",\"PeriodicalId\":196376,\"journal\":{\"name\":\"International Workshop on Video and Image Ground Truth in Computer Vision Applications\",\"volume\":\"54 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-05-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Workshop on Video and Image Ground Truth in Computer Vision Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2304496.2304509\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Workshop on Video and Image Ground Truth in Computer Vision Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2304496.2304509","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 4

摘要

本文的目的是介绍一种工具，该工具提供GUI，用于为计算机视觉应用中使用的2D图像生成地标位置的基础真值。此外，我们通过一个案例研究证明，该工具极大地提高了人工标记在极其密集(每张图像超过250个点)的情况下对人脸图像的注释，速度提高了两倍。此外，该工具结合了工作流技术，能够允许多个地标在同一组图像上工作并进行质量保证检查。我们正在将这个工具免费提供给学术界的研究人员。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

An interactive tool for extremely dense landmarking of faces

The purpose of this paper is to introduce a tool that provides a GUI for generating a ground truth for landmark positions for 2D images used in computer vision applications. Further, we demonstrate via a case study that this tool greatly improves manual landmarking in the case of extremely dense (more than 250 points per images) annotation of face images with a factor of two speed up. Moreover the tool incorporates workflow technology capable of allowing multiple land-markers to work on the same set of images and for quality assurance checks. We are in the process of making this tool freely available to researchers from academia.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

International Workshop on Video and Image Ground Truth in Computer Vision Applications

自引率

0.00%

发文量