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Fast face detection and localization from multi-views using statistical approach

หน่วยงาน Nanyang Technological University, Singapore

รายละเอียด

ชื่อเรื่อง : Fast face detection and localization from multi-views using statistical approach
นักวิจัย : Anvar, Seyed Mohammad Hassan , Yau, Wei-Yun , Teoh, Eam Khwang
คำค้น : DRNTU::Engineering::Electrical and electronic engineering.
หน่วยงาน : Nanyang Technological University, Singapore
ผู้ร่วมงาน : -
ปีพิมพ์ : 2554
อ้างอิง : Anvar, S. M. H., Yau, W., & Teoh, E. K. (2011). Fast face detection and localization from multi-views using statistical approach. International Conference on Information, Communications & Signal Processing, 1-5. , http://hdl.handle.net/10220/17901 , http://dx.doi.org/10.1109/ICICS.2011.6173610
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : -
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

Window-based face detection methods are fast. However their results are coarse, pose dependent and require fine face alignment for face analysis. Recently a statistical approach is introduced by Toews and Arbel [1], which is able to detect faces in multiple poses and does not require face alignment. However, their method is slow compared to the window-based method. In this paper, we proposed a method, which capable of detecting faces in multiple poses in near real time and also does not require face alignment. Experimental results show that our proposed method has comparable accuracy with the Toews and Arbel’s method but has significantly lower processing time.

ASTAR (Agency for Sci., Tech. and Research, S’pore)

บรรณานุกรม :
Anvar, Seyed Mohammad Hassan , Yau, Wei-Yun , Teoh, Eam Khwang . (2554). Fast face detection and localization from multi-views using statistical approach.
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Anvar, Seyed Mohammad Hassan , Yau, Wei-Yun , Teoh, Eam Khwang . 2554. "Fast face detection and localization from multi-views using statistical approach".
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Anvar, Seyed Mohammad Hassan , Yau, Wei-Yun , Teoh, Eam Khwang . "Fast face detection and localization from multi-views using statistical approach."
    กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2554. Print.
Anvar, Seyed Mohammad Hassan , Yau, Wei-Yun , Teoh, Eam Khwang . Fast face detection and localization from multi-views using statistical approach. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2554.