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 FACE MODEL CONSTRUCTION BASED ON KINECT FOR FACE RECOGNITION
學年103
學期2
發表日期2015/07/18
作品名稱3D FACE MODEL CONSTRUCTION BASED ON KINECT FOR FACE RECOGNITION
作品名稱(其他語言)
著者Hsieh, Ching-Tang;Huang, Yi;Chen, Ting-Wen;Chen, Li-Ming
作品所屬單位電機工程學系暨研究所
出版者Academy of Taiwan Information Systems Research (ATISR)
會議名稱International Conference on Internet Studies 2015 (NETs 2015)
會議地點Tokyo, Japan
摘要We propose a simpler and faster method to recognize face. First, we use Kinect
to detect frontal face and get depth image information with face, then we portrayed
face in OpenGL to construct a three-dimensional face model based on the depth
information. The face model also retains texture information of the original face
images, and to create a complete change depth of face. It has a good result of
repairing the distortion in side face. We can get a set face images with different angles
by the method proposed, In recognition part, we use PCA(Principal Component
Analysis) to reduce the dimensions, and classified with SVM(Support Vector
Machine). The experiments show that the side face recognition can have good results.
關鍵字Face Recognition, PCA, SVM, Kinect
語言英文
收錄於
會議性質國際
校內研討會地點
研討會時間20150718~20150719
通訊作者Chen, Ting-Wen; Chen, Li-Ming;
國別日本
公開徵稿Y
出版型式電子版
出處International Conference on Internet Studies (NETs 2015)
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