A Network-adaptive Context Extraction Method for JPEG2000 Using Tree-Structure of Coefficients from DWT 


Vol. 30,  No. 9, pp. 939-948, Sep.  2005


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  Abstract

In EBCOT, the context extraction process takes excessive calculation time and this paper proposed a method to reduce this calculation time. That is, if a coefficient is less than a pre-defined threshold value the coefficient and its descendents skip the context extraction process. There is a trade-off relationship between the calculation time and the image quality or the amount of output data such that as this threshold value increases, the calculation time and the amount of output data decreases, but the image degradation increases. Therefore, by deciding this threshold value according to the network environments or conditions, it is possible to establish a network-adaptive context extraction method. The experimental results showed that the range of the threshold values for acceptable image quality(better than 30dB) is from 0 to 4. The experimental results showed that in this range the resulting reduction rate in calculation time was from 3% to 64% in average, the reduction rate in output data was from 32% to 73% in average, which means that large reduction in calculation time and output data can be obtained with a cost of an acceptable image quality degradation. Therefore, the proposed method is expected to be used efficiently in the application area such as the real-time image/video data communication in wireless environments, etc.

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  Cite this article

[IEEE Style]

H. Choi, Y. Seo, D. Kim, "A Network-adaptive Context Extraction Method for JPEG2000 Using Tree-Structure of Coefficients from DWT," The Journal of Korean Institute of Communications and Information Sciences, vol. 30, no. 9, pp. 939-948, 2005. DOI: .

[ACM Style]

Hyun-Jun Choi, Young-Ho Seo, and Dong-Wook Kim. 2005. A Network-adaptive Context Extraction Method for JPEG2000 Using Tree-Structure of Coefficients from DWT. The Journal of Korean Institute of Communications and Information Sciences, 30, 9, (2005), 939-948. DOI: .

[KICS Style]

Hyun-Jun Choi, Young-Ho Seo, Dong-Wook Kim, "A Network-adaptive Context Extraction Method for JPEG2000 Using Tree-Structure of Coefficients from DWT," The Journal of Korean Institute of Communications and Information Sciences, vol. 30, no. 9, pp. 939-948, 9. 2005.

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pISSN : 1226 - 4717
eISSN : 2287 - 3880