DocumentCode
2362430
Title
Error concealment using multiple description coding and LIoyd-max quantization
Author
Farzamnia, Ali ; Syed-Yusof, Sharifah K. ; Fisal, Norsheila
Author_Institution
Fac. of Electr. Eng., Univ. Teknol. Malaysia, Skudai, Malaysia
fYear
2011
fDate
20-23 March 2011
Firstpage
197
Lastpage
201
Abstract
There has been increasing usage of Multiple Description Coding (MDC) for error concealment in non ideal channels. This paper attempts to conceal the error and reconstruct the lost descriptions by combining MDC and LIoyd-max quantizer. At first original image down-sampled to four subimages then by using wavelet transform each subimage is mapped to transform domain then descriptions are quantized by LIoyd-max and coded. Since in proposed method wavelet transform is been used, there could be no blocking effect as compared to DCT transform. The results show that average MSE (mean square error) for our proposed method in comparison with DCT method (in other paper) has decreased from 240 to 152 in 0.625 bpp (bit per pixel), from 161 to 107 in 1 bpp and from 96 to 73 in 2 bpp in rate-distortion performance. Therefore, this method is suitable for low capacity channels. By losing descriptions, the obtained image is still in good quality (subjective evaluation and PSNR values) as compared to a method which is DCT and MDSQ (multiple description scalar quantization).
Keywords
image coding; mean square error methods; wavelet transforms; Lloyd-max quantization; MDC; MSE; error concealment; low capacity channel; mean square error; multiple description coding; rate-distortion; wavelet transform; Image coding; Image reconstruction; PSNR; Pixel; Quantization; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers & Informatics (ISCI), 2011 IEEE Symposium on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-61284-689-7
Type
conf
DOI
10.1109/ISCI.2011.5958910
Filename
5958910
Link To Document