{"title":"基于增强现实概念和手指交互的颜色识别系统:色盲辅助系统的案例研究","authors":"Alfa Sheffildi Manaf, Riri Fitri Sari","doi":"10.1109/ICTKE.2012.6152389","DOIUrl":null,"url":null,"abstract":"Color blindness is an anomaly which happened in retinal of eye(s) which prevent the patient to recognize or differentiate certain colors. The disability of the patient to recognize color is potential to cause problems to the patient in daily life. Color blind cannot be cured. Therefore, the only method to help color blind people to recognize or differentiate color is with a vision aid kit. In this work, color blind aid system for embedded platform based on Windows Embedded Standard 2009, .NET Framework, OpenCV library and EmguCV Wrapper developed. We create color recognition features implemented with augmented reality concept in the system. In this work, we developed a sound augmented reality concept and finger interaction between user and colored object. Test result according to system testing which has been done from 10 respondents resulting good feedback. The result of finger interaction test shows that the fingertip detection rate reaches 89.6% for skin classification method with HSV color space. Meanwhile, fingertip detection rate reaches 87.5% for skin classification method with YCbCr color space. Furthermore, color recognition rate achieved good result for the majority of tested color types.","PeriodicalId":235347,"journal":{"name":"2011 Ninth International Conference on ICT and Knowledge Engineering","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2012-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"17","resultStr":"{\"title\":\"Color recognition system with augmented reality concept and finger interaction: Case study for color blind aid system\",\"authors\":\"Alfa Sheffildi Manaf, Riri Fitri Sari\",\"doi\":\"10.1109/ICTKE.2012.6152389\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Color blindness is an anomaly which happened in retinal of eye(s) which prevent the patient to recognize or differentiate certain colors. The disability of the patient to recognize color is potential to cause problems to the patient in daily life. Color blind cannot be cured. Therefore, the only method to help color blind people to recognize or differentiate color is with a vision aid kit. In this work, color blind aid system for embedded platform based on Windows Embedded Standard 2009, .NET Framework, OpenCV library and EmguCV Wrapper developed. We create color recognition features implemented with augmented reality concept in the system. In this work, we developed a sound augmented reality concept and finger interaction between user and colored object. Test result according to system testing which has been done from 10 respondents resulting good feedback. The result of finger interaction test shows that the fingertip detection rate reaches 89.6% for skin classification method with HSV color space. Meanwhile, fingertip detection rate reaches 87.5% for skin classification method with YCbCr color space. Furthermore, color recognition rate achieved good result for the majority of tested color types.\",\"PeriodicalId\":235347,\"journal\":{\"name\":\"2011 Ninth International Conference on ICT and Knowledge Engineering\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-02-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"17\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 Ninth International Conference on ICT and Knowledge Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICTKE.2012.6152389\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 Ninth International Conference on ICT and Knowledge Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICTKE.2012.6152389","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 17
摘要
色盲是发生在眼睛视网膜上的一种异常现象,它使患者无法识别或区分某些颜色。患者识别颜色的障碍可能会给患者的日常生活带来问题。色盲无法治愈。因此,帮助色盲人士识别或区分颜色的唯一方法是使用视力辅助工具。本文基于Windows embedded Standard 2009、。net Framework、OpenCV库和EmguCV Wrapper开发了嵌入式平台色盲辅助系统。我们在系统中创建了使用增强现实概念实现的颜色识别特征。在这项工作中,我们开发了一个声音增强现实概念和用户与彩色物体之间的手指交互。根据系统测试结果,从10个应答者那里得到了良好的反馈。手指交互试验结果表明,HSV色彩空间皮肤分类方法的指尖检出率达到89.6%。同时,基于YCbCr颜色空间的皮肤分类方法指尖检出率达到87.5%。此外,对于大多数测试的颜色类型,颜色识别率都取得了良好的效果。
Color recognition system with augmented reality concept and finger interaction: Case study for color blind aid system
Color blindness is an anomaly which happened in retinal of eye(s) which prevent the patient to recognize or differentiate certain colors. The disability of the patient to recognize color is potential to cause problems to the patient in daily life. Color blind cannot be cured. Therefore, the only method to help color blind people to recognize or differentiate color is with a vision aid kit. In this work, color blind aid system for embedded platform based on Windows Embedded Standard 2009, .NET Framework, OpenCV library and EmguCV Wrapper developed. We create color recognition features implemented with augmented reality concept in the system. In this work, we developed a sound augmented reality concept and finger interaction between user and colored object. Test result according to system testing which has been done from 10 respondents resulting good feedback. The result of finger interaction test shows that the fingertip detection rate reaches 89.6% for skin classification method with HSV color space. Meanwhile, fingertip detection rate reaches 87.5% for skin classification method with YCbCr color space. Furthermore, color recognition rate achieved good result for the majority of tested color types.