Title :
A practical foveation-based rate-shaping mechanism for MPEG videos
Author :
Ho, Chia-Chiang ; WU, JA-LING ; Cheng, Wen-Huang
Author_Institution :
CyberLink Corp., Taipei Hsien, Taiwan
Abstract :
Foveation is one of the nonuniform resolution properties of the human visual system. Recently, different foveation models are proposed and utilized for image and video coding, for the sake of bit-rate saving with no or minor perceptual quality distortion. In the first part of this paper, we propose an efficient and practical DCT-domain foveation model, which is deduced from existing experimental results. In the second part, we present a foveation-based rate-shaping mechanism for MPEG bitstreams, as an application example of the proposed foveation model. The rate shaper is based on eliminating DCT coefficients embedded in MPEG bitstreams. An efficient rate-shaping mechanism is developed to meet various bit-rate requirements. Our simulation confirmed that the proposed foveation model and the rate-shaping mechanism are practical for real-world usage.
Keywords :
data compression; discrete cosine transforms; image resolution; video coding; video streaming; visual perception; DCT-domain foveation model; HVS; MPEG bitstream; bit-rate requirement; discrete cosine transform; foveation-based rate shaping mechanism; human visual system; image coding; nonuniform resolution property; perceptual quality distortion; video coding; Bit rate; Frequency; Humans; Image coding; Photoreceptors; Quality of service; Spatial resolution; Streaming media; Video coding; Visual system; Foveated image processing; MPEG; foveation model; human visual system (HVS); rate shaping;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2005.856929