{"title":"一种有效的人脸检测算法","authors":"Zuzana Képešiová, S. Kozák","doi":"10.1109/CYBERI.2018.8337566","DOIUrl":null,"url":null,"abstract":"This paper studies a real-time face detection problem for online web applications and its solution. The main aim of this paper is describe functionality of effective face detection algorithm and analyze existing solution in order to improve current situation. To obtain satisfying results Viola-Jones object detection framework is chosen, which uses feature selection in combination with Integral images, AdaBoost training and Cascading classifiers. This algorithm is highly popular among existing javaScript frameworks for face or another objects detection for its extreme speed of image processing while achieving high detection rates and multiple objects detection. As analyzed answer for solving stated problem a javaScript tracking.js is chosen.","PeriodicalId":6534,"journal":{"name":"2018 Cybernetics & Informatics (K&I)","volume":"5 23","pages":"1-6"},"PeriodicalIF":0.0000,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"An effective face detection algorithm\",\"authors\":\"Zuzana Képešiová, S. Kozák\",\"doi\":\"10.1109/CYBERI.2018.8337566\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper studies a real-time face detection problem for online web applications and its solution. The main aim of this paper is describe functionality of effective face detection algorithm and analyze existing solution in order to improve current situation. To obtain satisfying results Viola-Jones object detection framework is chosen, which uses feature selection in combination with Integral images, AdaBoost training and Cascading classifiers. This algorithm is highly popular among existing javaScript frameworks for face or another objects detection for its extreme speed of image processing while achieving high detection rates and multiple objects detection. As analyzed answer for solving stated problem a javaScript tracking.js is chosen.\",\"PeriodicalId\":6534,\"journal\":{\"name\":\"2018 Cybernetics & Informatics (K&I)\",\"volume\":\"5 23\",\"pages\":\"1-6\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 Cybernetics & Informatics (K&I)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CYBERI.2018.8337566\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 Cybernetics & Informatics (K&I)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CYBERI.2018.8337566","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
This paper studies a real-time face detection problem for online web applications and its solution. The main aim of this paper is describe functionality of effective face detection algorithm and analyze existing solution in order to improve current situation. To obtain satisfying results Viola-Jones object detection framework is chosen, which uses feature selection in combination with Integral images, AdaBoost training and Cascading classifiers. This algorithm is highly popular among existing javaScript frameworks for face or another objects detection for its extreme speed of image processing while achieving high detection rates and multiple objects detection. As analyzed answer for solving stated problem a javaScript tracking.js is chosen.