DocumentCode
568526
Title
A Block-Based Still Image Coder for Parallel Computing
Author
Wang, Yu Lin ; Liao, Chia-Te ; Su, Alvin W Y
Author_Institution
Dept. of CSIE, Nat. Cheng-Kung Univ., Tainan, Taiwan
fYear
2012
fDate
25-27 June 2012
Firstpage
1461
Lastpage
1468
Abstract
The coding efficiency of a still image coder is dominated by the complexity of the encoding algorithm. For the past decade, it was seen that the encoding quality was gradually limited. Hence, the issue of coding speed becomes popular in recent researches. This paper proposes a block-based image coder which is applicable for parallel computing. The proposed coder improves the coding quality of combined significant map coding (CSMC), and shortens the encoding time dramatically. From the simulation results, the proposed method has comparable coding quality against the most well-known coders. The coding quality is not affected by the number of participants, so it is also suitable to be applied in cloud computing. Besides, the proposed block-based image coder preserves the property of high scalability and availability. We conclude that our proposed coder enabled by parallel computing has a great advantage of fitting with the increasing complexity of computation.
Keywords
cloud computing; discrete wavelet transforms; image coding; parallel processing; set theory; trees (mathematics); DWT; EZW; SPIHT; block-based still image coder; cloud computing; coding efficiency; coding speed; combined significant map coding; computation complexity; discrete wavelet transform; embedded zerotree wavelet; encoding quality; parallel computing; set partitioning-in-hierarchical trees; Algorithm design and analysis; Complexity theory; Encoding; Image coding; Parallel processing; Servers; Transform coding; Block-based image coder; CSMC; Parallel Computing; SPIHT;
fLanguage
English
Publisher
ieee
Conference_Titel
Trust, Security and Privacy in Computing and Communications (TrustCom), 2012 IEEE 11th International Conference on
Conference_Location
Liverpool
Print_ISBN
978-1-4673-2172-3
Type
conf
DOI
10.1109/TrustCom.2012.17
Filename
6296154
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