Title :
Real-time implementation of robust face detection on mobile platforms
Author :
Rahman, M. ; Ren, Jianfeng ; Kehtarnavaz, N.
Author_Institution :
Dept. of Electr. Eng., Univ. of Texas at Dallas, Dallas, TX
Abstract :
Although many face detection algorithms have been introduced in the literature, only a handful of them can meet the real-time constraints of mobile devices. This paper presents the real-time implementation of our previously introduced face detection algorithm on a mobile device. The steps taken to achieve such a real-time implementation are discussed. Real-time comparison results with the widely used Viola-Jones face detection algorithm in terms of detection rate and processing speed are presented to demonstrate the robustness of our real-time solution.
Keywords :
face recognition; mobile computing; object detection; face detection; mobile device; Color; Face detection; Humans; Image converters; Mobile computing; Pixel; Robustness; Shape; Skin; Table lookup; Real-time face detection; implementation of face detection; mobile platform;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2009.4959843