Color Image Coding Based on Shape-Adaptive All Phase Biorthogonal Transform


Xiaoyan Wang, Chengyou Wang, Xiao Zhou, Zhiqiang Yang, Journal of Information Processing Systems Vol. 13, No. 1, pp. 114-127, Feb. 2017  

https://doi.org/10.3745/JIPS.02.0053
Keywords: Color Image Coding, Shape-Adaptive All Phase Biorthogonal Transform (SA-APBT), Color Space Conversion, Chain Code
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Abstract

This paper proposes a color image coding algorithm based on shape-adaptive all phase biorthogonal transform (SA-APBT). This algorithm is implemented through four procedures: color space conversion, image segmentation, shape coding, and texture coding. Region-of-interest (ROI) and background area are obtained by image segmentation. Shape coding uses chain code. The texture coding of the ROI is prior to the background area. SA-APBT and uniform quantization are adopted in texture coding. Compared with the color image coding algorithm based on shape-adaptive discrete cosine transform (SA-DCT) at the same bit rates, experimental results on test color images reveal that the objective quality and subjective effects of the reconstructed images using the proposed algorithm are better, especially at low bit rates. Moreover, the complexity of the proposed algorithm is reduced because of uniform quantization


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Cite this article
[APA Style]
Wang, X., Wang, C., Zhou, X., & Yang, Z. (2017). Color Image Coding Based on Shape-Adaptive All Phase Biorthogonal Transform. Journal of Information Processing Systems, 13(1), 114-127. DOI: 10.3745/JIPS.02.0053.

[IEEE Style]
X. Wang, C. Wang, X. Zhou, Z. Yang, "Color Image Coding Based on Shape-Adaptive All Phase Biorthogonal Transform," Journal of Information Processing Systems, vol. 13, no. 1, pp. 114-127, 2017. DOI: 10.3745/JIPS.02.0053.

[ACM Style]
Xiaoyan Wang, Chengyou Wang, Xiao Zhou, and Zhiqiang Yang. 2017. Color Image Coding Based on Shape-Adaptive All Phase Biorthogonal Transform. Journal of Information Processing Systems, 13, 1, (2017), 114-127. DOI: 10.3745/JIPS.02.0053.