Title :
Perceptual video coder incorporating wavelet based Intra frame coder
Author :
Sreelekha, G. ; Koparde, P.G.
Author_Institution :
Dept. of Electron. & Commun. Eng., Nat. Inst. of Technol. Calicut, Calicut, India
Abstract :
This paper presents the design of a Human Visual System (HVS) based video coder. In this work, a wavelet based transform coding method is adopted for coding the Intra frames instead of the DCT based scheme. The major aim of developing such a coder is to highlight the role of perceptual models in improving the reconstructed video quality. The perceptual aspects are incorporated in two parts of the video coder. First, vision models are incorporated into the coding structure of both the luma and chroma components of each I frame when represented using the YCbCr space, which improves the reconstructed video quality to a large extend. Second, a perceptual metric called Structural Similarity Index Measure (SSIM), is used as the cost function for fast motion estimation which improves the speed of processing and prediction. The performance of the proposed coder is compared with the standard video coder. The performance comparison of the proposed and the standard coders are done in terms PSNR and latest perceptual measures, such as SSIM and VSNR. Thus the proposed coder gives promising results and paves the way for new research directions.
Keywords :
computer vision; image colour analysis; image reconstruction; motion estimation; transform coding; video coding; wavelet transforms; YCbCr space; chroma component; human visual system; intra frame coding; luma component; motion estimation; perceptual metric; perceptual model; perceptual video coder; prediction speed improvement; processing speed improvement; structural similarity index measure; video reconstruction quality; vision model; wavelet based intra frame coder; wavelet based transform coding method; Discrete cosine transforms; Discrete wavelet transforms; Encoding; Humans; Image coding; Transform coding; Visualization; Discrete Wavelet Transform; Human Vision System; Perceptual Color models; video compression;
Conference_Titel :
Computer and Communication Technology (ICCCT), 2010 International Conference on
Conference_Location :
Allahabad, Uttar Pradesh
Print_ISBN :
978-1-4244-9033-2
DOI :
10.1109/ICCCT.2010.5640534