Title :
An Efficient Multiple-Description Image Coding on Wavelet
Author :
Liu, Zhidu ; Lu, Tailong
Author_Institution :
Coll. of Comput. & Inf. Technol., Nanyang Normal Univ., Nanyang, China
Abstract :
The objective of multiple description coding (MDC) is to solve the problem of unreliable channels by means of independent descriptions. This paper proposes an efficient two-description image coding scheme in the wavelet domain. Here, the two-layered MDC method is adopted. First, we partition the low-frequency wavelet coefficients into two groups, and pairwise correlating transform (PCT) was applied on the two groups to generate two new correlated groups as two basic descriptions, which are coded and transmitted through two separate channels. Second, we can get two enhanced descriptions from the high-frequency wavelet subbands by adaptive down-sampling. And finally we use the wavelet domain interpolation for tree reconstruction (WDIR) to conceal coefficients loss in spatial orientation tree of wavelet when one enhanced description lost during transmission. Experimental results demonstrate that the proposed MDC scheme can achieve good coding performance.
Keywords :
image coding; image sampling; interpolation; trees (mathematics); wavelet transforms; adaptive down-sampling; low-frequency wavelet coefficient; multiple-description image coding; pairwise correlating transform; spatial orientation tree; tree reconstruction; wavelet domain interpolation; Decoding; Discrete cosine transforms; Educational institutions; Image coding; Image reconstruction; Interpolation; Karhunen-Loeve transforms; Propagation losses; Wavelet coefficients; Wavelet domain;
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
DOI :
10.1109/CISP.2009.5304529