Title :
Temporal color Just Noticeable Distortion model and its application for video coding
Author :
Chen, Hao ; Hu, Ruimin ; Hu, Jinhui ; Wang, Zhongyuan
Author_Institution :
Nat. Eng. Res. Center for Multimedia software, Wuhan Univ., Wuhan, China
Abstract :
Just Noticeable Distortion (JND), which is utilized to reduce the bit rate without introducing noticeable visual distortion, plays an important role in perceptual image and video processing. For the temporal color JND, it takes into account not only the spatial and luminance HVS properties, but also the temporal and chroma HVS properties. In this paper, we first develop a spatio-temporal model estimating JND for color video by completely incorporating the color CSF, the frequency property of DCT coefficient, the contrast masking effect and the motion property. Then we incorporate the JND model into video encoding system via the residue filtering process. This method can work with any prevalent video coding standards. To demonstrate the effectiveness of the JND model, we has implemented it into the H.264/AVC reference software JM12.4 and the experimental results show that the bit rate can be reduced by average 18.20%, which reflects that our JND model is able to exploit the HVS bounds more aggressively without introducing noticeable visual distortions.
Keywords :
discrete cosine transforms; distortion; video coding; DCT coefficient; chroma HVS property; color CSF; contrast masking effect; filtering process; just noticeable distortion; motion property; perceptual image; spatio-temporal model; temporal HVS property; temporal color JND; video coding; video encoding system; video processing; visual distortion; Adaptation model; Bit rate; Color; Discrete cosine transforms; Humans; Image color analysis; Pixel; Human visual system; color video; just noticeable distortion; video coding;
Conference_Titel :
Multimedia and Expo (ICME), 2010 IEEE International Conference on
Conference_Location :
Suntec City
Print_ISBN :
978-1-4244-7491-2
DOI :
10.1109/ICME.2010.5583897