The effects of compiler optimizations in face recognition system
View/ Open
Date
2008Author
Shuhaizar, Daud
Khalib, Z.I.K
R. Badlishah, Ahmad
Mohamad Rizon, Mohamed Juhari
Metadata
Show full item recordAbstract
One of the few challenges facing face recognition systems is real time processing. In order for a face recognition system to be viable for real world implementations, it needs to be fast enough to track and identify facial images and do on-the-fly one-to-many identification from a multitude of database images. This is time consuming since face recognition requires a complex process of pre-processing and post-processing to be done along with the actual processing itself. In order to save precious processing time and increase the processing speed, specific compiler optimizations could be applied to the algorithms to help in reducing system processing time and increase total system performance. In this paper, we explore different levels of compiler optimization techniques when applied to face recognition systems to help improve the algorithm's performance and in turn improve the entire system performance when implemented in real time and real life situations. A multitude of different compiler optimization techniques are tested and implemented during the stages of development and the effects of such optimizations are logged and compared.
Related items
Showing items related by title, author, creator and subject.
-
Malaysia : System of existing terrestrial parks and reserves, 1984
Unit Perancang Ekonomi (Jabatan Percetakan Negara, 1986) -
Performance indicators of the eletricity supply systems, 1995-2000
Unit Perancang Ekonomi (Unit Perancang Ekonomi, Jabatan Perdana Menteri, 2001) -
Improving system performance through operating system optimization on embedded devices platform
Daud, S.; Khalib, Z.I.A.; R. Badlishah, Ahmad (Institute of Electrical and Electronics Engineering (IEEE), 2008-05)Implemented with a low speed CPU, small memory footprint, low static memory storage and developed specifically for low power requirement, small embedded devices are significantly affected by processing time. By cutting ...