教師資料查詢 | 類別: 期刊論文 | 教師: 謝景棠 Hsieh Ching-tang (瀏覽個人網頁)

標題:3D Angle Searching System with PSO for Face Recognition
學年101
學期1
出版(發表)日期2013/01/01
作品名稱3D Angle Searching System with PSO for Face Recognition
作品名稱(其他語言)
著者Hsieh, Ching-Tang; Hu, Chia-Shing; Shih, Meng-Shian
單位淡江大學電機工程學系
出版者Stafa-Zurich: Trans Tech Publications Ltd.
著錄名稱、卷期、頁數Applied Mechanics and Materials 284-287, pp.2950-2954
摘要Conventional 2D face recognition methods often struggle when a subject's head is turned even slightly to the side. In this study, a face recognition system based on 3D head modeling that is able to tolerate facial rotation angles was constructed by leveraging the Open source graphic library (OpenGL) framework. To minimize the extensive angle searching time that often occurs in conventional 3D modeling, Particle Swarm Optimization (PSO) was used to determine the correct facial angle in 3D. This reduced the angle computation time to 6 seconds, which is significantly faster than other methods. Experimental results showed that successful ID recognition can be achieved with a high recognition rate of 90%.
關鍵字Face Recognition; Particle Swarm Optimization; PSO
語言英文
ISSN1660-9336;1662-7482
期刊性質國外
收錄於EI
產學合作
通訊作者Hsieh, Ching-Tang
審稿制度
國別瑞士
公開徵稿
出版型式電子版;紙本
相關連結
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