Title :
Face localization and its implementation on embedded platform
Author :
Patil, Hemprasad Y. ; Bharambe, S.V. ; Kothari, Ashwin G. ; Bhurchandi, Kishor M.
Author_Institution :
Dept. of Electron. Eng., Visvesvaraya Nat. Inst. of Technol., Nagpur, India
Abstract :
Face localization is a first step for face processing system. A lot of algorithmic work on face processing has already been reported. It has mostly been implemented on computers. For better speed, the algorithms need to be implemented on embedded platforms. The embedded algorithms need to be computationally inexpensive. This paper introduces computationally light face localization, ear and neck separation algorithms for implementation on embedded BeagleBoard-xM platform. Experimental results of the proposed algorithms are presented in the results section along with benchmarking with other contemporary algorithms.
Keywords :
digital signal processing chips; embedded systems; face recognition; microprocessor chips; BeagleBoard-xM platform; ear separation algorithm; embedded platform; face localization; face processing system; neck separation algorithm; Ear; Face; Face detection; Image color analysis; Image edge detection; Neck; Skin; BeagleBoard-xM; Ear Separation; Face localization; Neck Separation; Skin detection;
Conference_Titel :
Advance Computing Conference (IACC), 2013 IEEE 3rd International
Conference_Location :
Ghaziabad
Print_ISBN :
978-1-4673-4527-9
DOI :
10.1109/IAdCC.2013.6514319