New SPECK image coding method based on iteration

Min Chen; Jin Wu

doi:10.1117/12.751619

14 November 2007 New SPECK image coding method based on iteration

Min Chen, Jin Wu

Proceedings Volume 6790, MIPPR 2007: Remote Sensing and GIS Data Processing and Applications; and Innovative Multispectral Technology and Applications; 67905G (2007) https://doi.org/10.1117/12.751619
Event: International Symposium on Multispectral Image Processing and Pattern Recognition, 2007, Wuhan, China

Abstract

Image compression is now essential for applications such as transmission and storage in data bases. Set Partitioned Embedded Block Coder (SPECK), introduced by Asad Islam and Pearlman, is a very effective and computationally simple technique for image impression. In this paper we present a new image coding method based on SPECK, which provides even better performance than previously reported it. The new method changed the test way in set to reduce the execution time, and provided fast encoding/decoding. The experiment results show that the PSNR of the new algorithm is higher, the MSE of the new algorithm is lower, and the execution time of the new algorithm is less than SPIHT and SPECK algorithm obtained at the same rate-compression. Especially, the executing time of the new method is much less than the SPECK. In addition, this scalar quantized scheme, which change the test way in set, has the potential for small memory usage.

Citation Download Citation

Min Chen and Jin Wu "New SPECK image coding method based on iteration", Proc. SPIE 6790, MIPPR 2007: Remote Sensing and GIS Data Processing and Applications; and Innovative Multispectral Technology and Applications, 67905G (14 November 2007); https://doi.org/10.1117/12.751619

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KEYWORDS

Image compression

Lithium

Data storage

Laser induced plasma spectroscopy

Quantization

Wavelet transforms

Image transmission

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