Title :
Real-time face object extraction for video phone
Author :
Hontani, K. ; Imanaka, T. ; Fujita, G. ; Onoye, T. ; Shirakawa, I.
Author_Institution :
Dept. of Inf. & Syst. Eng., Osaka Univ., Japan
Abstract :
This paper devises a real-time face object extraction algorithm for moving pictures. Considering that most of the existing object extraction algorithms are of too intensive computational complexity to enable the real-time execution that is applied to mobile video phone run on an embedded processor, this algorithm intends not only to reduce the computational complexity by employing modified snake but also to improve the precision of extracting pixels by an efficient estimation mechanism of the skin color portion within a face object. Simulation results demonstrate that by this algorithm QCIF 15fps is processed on a StrongARM processor in real-time.
Keywords :
computational complexity; feature extraction; mobile handsets; video signal processing; videotelephony; StrongARM processor; computational complexity; embedded processor; face object; mobile video phone; modified snake; pixel extraction; real-time execution; real-time face object extraction; skin color portion; Clustering algorithms; Color; Computational complexity; Data mining; Information science; Real time systems; Skin; Software algorithms; Systems engineering and theory; Video coding;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247384