教師資料查詢 | 類別: 會議論文 | 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
發表日期2012/11/02
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
作品所屬單位淡江大學電機工程學系暨研究所
出版者
會議名稱Proceedings of the International Conference on Engineering and Technology Innovation 2012
會議地點Kaohsiung, Taiwan
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PSO, FACE RECOGNITION.
語言英文(美國)
收錄於
會議性質國際
校內研討會地點
研討會時間20121102~20121106
通訊作者hsieh@ee.tku.edu.tw
國別
公開徵稿Y
出版型式
出處
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