Title :
Adaptive low complexity colour transform for video coding
Author :
Weerakkody, Rajitha ; Mrak, Marta
Author_Institution :
R&D, BBC, London, UK
Abstract :
For video compression, the RGB signals are usually converted at the source to a perceptual colour space, followed by chroma sub-sampling, for coding efficiency. This is based on the typically higher human visual system sensitivity to the luminance than chrominance of image signals. However, there are specific applications that demand carrying the full RGB signals through the transmission chain, which may also benefit from lossless colour transforms, for efficient coding. In either case, the best colour transform function is noted to be content dependent, although fixed transforms are typically adopted for convenience. This paper presents a method of dynamically adapting this colour transform function for each picture block, using a class of low complexity lifting based schemes. The performance of the proposed algorithm is compared with a number of fixed colour transform schemes and shows a significant compression gain over native RGB coding and YCoCg transform.
Keywords :
data compression; image colour analysis; video coding; RGB signals; adaptive low complexity colour transform; chroma subsampling; coding efficiency; colour transform schemes; complexity lifting based scheme; compression gain; human visual system; image chrominance; image luminance; perceptual colour space; picture block; red-green-blue signals; video coding; video compression; Color; Complexity theory; Decoding; Encoding; Image color analysis; PSNR; Transforms;
Conference_Titel :
Multimedia Signal Processing (MMSP), 2014 IEEE 16th International Workshop on
Conference_Location :
Jakarta
DOI :
10.1109/MMSP.2014.6958820