3D FACE MODEL CONSTRUCTION BASED ON KINECT FOR FACE RECOGNITION

淡江大學機構典藏 > 工學院 > 電機工程學系暨研究所 > 會議論文 > Item 987654321/103468

請使用永久網址來引用或連結此文件: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/103468

題名:	3D FACE MODEL CONSTRUCTION BASED ON KINECT FOR FACE RECOGNITION
作者:	Hsieh, Ching-Tang;Huang, Yi;Chen, Ting-Wen;Chen, Li-Ming
貢獻者:	電機工程學系暨研究所
關鍵詞:	Face Recognition, PCA, SVM, Kinect
日期:	2015-07-18
上傳時間:	2015-07-27 14:09:41 (UTC+8)
出版者:	Academy of Taiwan Information Systems Research (ATISR)
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.
關聯:	International Conference on Internet Studies (NETs 2015)
顯示於類別:	[電機工程學系暨研究所] 會議論文

文件中的檔案:

檔案	描述	大小	格式	瀏覽次數
NETs2015_128_3D_FACE.pdf	會議文獻	570Kb	Adobe PDF	429	檢視/開啟

在機構典藏中所有的資料項目都受到原著作權保護.

TAIR相關文章