Title :
Perceptually-adaptive pre-processing for motion-compensated residue in video coding
Author :
Yang, X.K. ; Lin, W.S. ; Lu, Z.K. ; Ong, E.P. ; Yao, S.S.
Author_Institution :
Inst. for Infocomm Res., Agency for Sci., Technol. & Res., Singapore, Singapore
Abstract :
We present a perceptually-adaptive pre-processing scheme for motion-compensated residue, based on just-noticeable-distortion (JND) profile. Human eyes cannot sense any changes below the JND threshold around a pixel due to their underlying spatial/temporal masking properties. From the viewpoint of signal compression, a smaller variance of signal results in less objective distortion of the reconstructed signal for a given bit-rate. In this paper, the JND profile is incorporated into a motion-compensated residue signal preprocessor for variance reduction, aimed at coding quality enhancement. A solution of adaptively determining the parameter for the residue pre-processor is also proposed. Experimental results show that both perceptual quality and objective quality are enhanced in coded video at a given bitrate.
Keywords :
adaptive signal processing; distortion; motion compensation; signal reconstruction; video coding; JND threshold; PSNR; coding quality enhancement; human eye spatial/temporal masking properties; just-noticeable-distortion profile; motion-compensated residue; perceptual quality; perceptually-adaptive pre-processing; reconstructed signal objective distortion; signal compression; signal variance reduction; video coding; Discrete cosine transforms; Distortion; Eyes; Humans; Image coding; Image reconstruction; Motion estimation; Quantization; Video coding; Video compression;
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
Print_ISBN :
0-7803-8554-3
DOI :
10.1109/ICIP.2004.1418797