ridm@nrct.go.th   ระบบคลังข้อมูลงานวิจัยไทย   รายการโปรดที่คุณเลือกไว้

A comparative experimental analysis of separate and combined facial features for GA-ANN based technique

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : A comparative experimental analysis of separate and combined facial features for GA-ANN based technique
นักวิจัย : Fan, Xiaolong. , Verma, Brijesh.
คำค้น : 700103 Information processing services. , 280212 Neural Networks, Genetic Algorithms and Fuzzy Logic. , TBA. , 890205 Information Processing Services (incl. Data Entry and Capture) , 8902 Computer Software and Services. , 89 Information and Communication Services. , 080108 Neural, Evolutionary and Fuzzy Computation. , 0801 Artificial Intelligence and Image Processing. , 08 Information and Computing Sciences. , Pattern recognition systems. , Algorithms. , Neural networks (Computer science)
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2548
อ้างอิง : http://hdl.cqu.edu.au/10018/24147 , cqu:3773
ที่มา : Fan, X & Verma, B 2005, 'A comparative experimental analysis of separate and combined facial features for GA-ANN based technique', paper presented at 6th International Conference on Computational Intelligence and Multimedia Applications, Las Vegas.
ความเชี่ยวชาญ : -
ความสัมพันธ์ : 6th International Conference on Computational Intelligence and Multimedia Applications. New Jersey. : IEEE, 2005. p. 279-284 6 pages Refereed 0769523587 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

This paper investigates a feature selection and classification technique for face recognition using genetic algorithms and artificial neural networks. The experiments using separate facial features and combined facial features have been conducted on a face image dataset which is extracted from FERET benchmark database and was used in our previous study. The experiments using just combined features have also been conducted on an extended version of this dataset. The new experiments have achieved much better recognition rate than some of the existing face recognition techniques and significantly improved our previously published results. A detailed comparative analysis of experimental results is included in this paper.

บรรณานุกรม :
Fan, Xiaolong. , Verma, Brijesh. . (2548). A comparative experimental analysis of separate and combined facial features for GA-ANN based technique.
    กรุงเทพมหานคร : Central Queensland University, Australia.
Fan, Xiaolong. , Verma, Brijesh. . 2548. "A comparative experimental analysis of separate and combined facial features for GA-ANN based technique".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Fan, Xiaolong. , Verma, Brijesh. . "A comparative experimental analysis of separate and combined facial features for GA-ANN based technique."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2548. Print.
Fan, Xiaolong. , Verma, Brijesh. . A comparative experimental analysis of separate and combined facial features for GA-ANN based technique. กรุงเทพมหานคร : Central Queensland University, Australia; 2548.