教師資料查詢 | 類別: 會議論文 | 教師: 林慧珍 Lin Hwei-jen (瀏覽個人網頁)

標題:Face Detection Based on SVM Classification
學年97
學期1
發表日期2008/11/21
作品名稱Face Detection Based on SVM Classification
作品名稱(其他語言)
著者Lin, Hwei-Jen; Wang, Chun-Wei; Pai, I-Chun
作品所屬單位淡江大學資訊工程學系
出版者臺北縣淡水鎮 : 淡江大學
會議名稱第十三屆人工智慧與應用研討會=The 13th conference on artificial intelligence and applications
會議地點宜蘭縣, 臺灣
摘要This paper proposes an improved version of ourpreviously introduced face detection system based onskin color segmentation and neural networks. Thenew system, using a support vector machine (SVM)based method for learning and verification, consistsof several stages. First, the system searches for theregions where faces might exist by using skin colorinformation and forms a so-called skin map. Afterperforming noise removal and some morphologicaloperations on the skin map, it utilizes the aspect ratioof a face to find out possible face blocks, and theneye detection is carried out within each possible faceblock. If an eye pair is detected in a possible faceblock, a region is cropped according to the locationof the two eyes, which is called a face candidate;otherwise it is regarded as a non-face block. Finally,each of the face candidates is verified by a supportvector machine. Experimental results reflects that thenew version improves the verification accuracy of thepreviously proposed system.
關鍵字Face detection;Skin color segmentation;RGB color space;HSV color space;Support vector machine (SVM)
語言英文
收錄於
會議性質國內
校內研討會地點蘭陽校園
研討會時間20081121~20081122
通訊作者
國別中華民國
公開徵稿Y
出版型式紙本
出處第十三屆人工智慧與應用研討會論文集=The 13th conference on artificial intelligence and applications, pp.158-164
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