{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,3,30]],"date-time":"2022-03-30T06:32:23Z","timestamp":1648621943833},"reference-count":12,"publisher":"World Scientific Pub Co Pte Lt","issue":"01","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Inf. Acquisition"],"published-print":{"date-parts":[[2008,3]]},"abstract":"<jats:p> This paper introduces a face detection, classification and counting system that is robust and works in real-time. It tracks multiple people, which is useful for face counting. The classification problem is defined as differentiating and then classifying the front of a face into Asian or non-Asian categories. The first step, is principal component analysis (PCA) for feature generation and independent component analysis (ICA) for feature extraction. Then, we employ support vector machine (SVM) for the training process and combine different SVM classifiers to create new classifiers, which improves the classification rate. Based on this, we can count the number of Asians and non-Asians. Experiments show that our system achieves a classification rate of 82.5% based on a database containing 750 face images from FERET. <\/jats:p>","DOI":"10.1142\/s0219878908001454","type":"journal-article","created":{"date-parts":[[2008,4,29]],"date-time":"2008-04-29T10:36:48Z","timestamp":1209465408000},"page":"1-10","source":"Crossref","is-referenced-by-count":2,"title":["A REAL TIME FACE CLASSIFICATION AND COUNTING SYSTEM"],"prefix":"10.1142","volume":"05","author":[{"given":"XINYU","family":"WU","sequence":"first","affiliation":[{"name":"Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong, China"},{"name":"Shenzhen Institute of Advanced Integration Technology, Chinese Academy of Sciences, The Chinese University of Hong Kong, Shenzhen, 518067, China"}]},{"given":"YONGSHENG","family":"OU","sequence":"additional","affiliation":[{"name":"Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong, China"}]},{"given":"HUIHUAN","family":"QIAN","sequence":"additional","affiliation":[{"name":"Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong, China"}]},{"given":"YANGSHENG","family":"XU","sequence":"additional","affiliation":[{"name":"Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong, China"}]}],"member":"219","published-online":{"date-parts":[[2011,11,20]]},"reference":[{"key":"rf2","volume-title":"Advanced in kernel methods support vector learning","author":"Bernhard S.","year":"1998"},{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1068\/p220153"},{"key":"rf5","doi-asserted-by":"publisher","DOI":"10.1068\/p220131"},{"key":"rf6","doi-asserted-by":"publisher","DOI":"10.1016\/0165-1684(94)90029-9"},{"key":"rf7","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511801389"},{"key":"rf8","volume-title":"Introduction to Statistical Pattern Recognition","author":"Fukunaga K.","year":"1991"},{"key":"rf9","first-page":"572","author":"Golomb B. A.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"rf10","first-page":"486","volume":"8","author":"Hyvatinen A.","journal-title":"IEEE Trans. Neural Networks"},{"key":"rf12","doi-asserted-by":"publisher","DOI":"10.1142\/S0219878905000714"},{"key":"rf13","doi-asserted-by":"publisher","DOI":"10.1109\/34.879790"},{"key":"rf17","doi-asserted-by":"publisher","DOI":"10.1162\/jocn.1991.3.1.71"},{"key":"rf18","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0"}],"container-title":["International Journal of Information Acquisition"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0219878908001454","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T23:07:48Z","timestamp":1565132868000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0219878908001454"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008,3]]},"references-count":12,"journal-issue":{"issue":"01","published-online":{"date-parts":[[2011,11,20]]},"published-print":{"date-parts":[[2008,3]]}},"alternative-id":["10.1142\/S0219878908001454"],"URL":"https:\/\/doi.org\/10.1142\/s0219878908001454","relation":{},"ISSN":["0219-8789","1793-6985"],"issn-type":[{"value":"0219-8789","type":"print"},{"value":"1793-6985","type":"electronic"}],"subject":[],"published":{"date-parts":[[2008,3]]}}}