Title :
A 18.42 times faster video encoder based on Retinex theory
Author :
Jin, Xin ; Goto, Satoshi
Author_Institution :
IT Res. Organ., Waseda Univ., Kitakyushu, Japan
Abstract :
Because of the limitation in the imaging system, videos captured by mobile devices are usually noisy. In this paper, a noise robust fast video encoding scheme is proposed based on Retinex theory. The reflectance image is estimated in a co-analysis module by Retinex theory, within which the content similarity is detected to conduct the encoding process. Experimental results demonstrate that the proposed encoding scheme provides an average of 18.42 times higher encoding speed relative to the existing approaches without sacrificing the subjective quality.
Keywords :
mobile handsets; video codecs; video coding; 18.42 times faster video encoder; Retinex theory; coanalysis module; encoding process; imaging system; mobile devices; reflectance image; robust fast video encoding scheme; Complexity theory; Encoding; Image coding; Imaging; Lighting; Noise; Noise measurement; Noise robust technique; Retinex theory; similarity detection; video coding;
Conference_Titel :
Picture Coding Symposium (PCS), 2012
Conference_Location :
Krakow
Print_ISBN :
978-1-4577-2047-5
Electronic_ISBN :
978-1-4577-2048-2
DOI :
10.1109/PCS.2012.6213257