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An efficient rate control algorithm for JPEG2000 based on reverse order

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Abstract

The JPEG2000 image compression standard is the powerful encoder which can provide phenomenal rate-control performance. The post-compression rate-distortion (PCRD) algorithm in JPEG2000 is not efficient. It requires encoding all coding passes even though a large contribution of them will not be contained in the final code-stream. Tier-1 encoding in the JPEG2000 standard takes a significant amount of memory and coding time. In this work, a low-complexity rate distortion method for JPEG2000 is proposed. It is relied on a reverse order for the resolution levels and the coding passes. The proposed algorithm encodes only the coding passes contained in the final code-stream and it does not need any post compression rate control part. The computational complexity of proposed algorithm is negligible, making it suitable to compression and attaining a significant performance. Simulations results show that the proposed algorithm obtained the PSNR values are comparable with the optimal PCRD.

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Authors and Affiliations

  1. Department of Electronics Engineering, South Tehran Branch, Islamic Azad University (IAU), No. 209, North Iranshahr St, P.O. Box 11365/4435, Tehran, Iran

    A. Etesaminia

  2. Department of Control Engineering, Faculty of Electrical Engineering, South Tehran Branch, Islamic Azad University (IAU), No. 209, North Iranshahr St, P.O. Box 11365/4435, Tehran, Iran

    A. H. Mazinan

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  1. A. Etesaminia
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  2. A. H. Mazinan
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Correspondence to A. H. Mazinan.

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Etesaminia, A., Mazinan, A.H. An efficient rate control algorithm for JPEG2000 based on reverse order. J. Cent. South Univ. 24, 1396–1405 (2017). https://doi.org/10.1007/s11771-017-3544-3

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  • DOI: https://doi.org/10.1007/s11771-017-3544-3

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