期刊文献+

快速分形图像编码局部方差算法的改进 被引量:4

Improvement of Local Variances-based Algorithm for Fast Fractal Image Coding
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摘要 该文提出了快速分形图像编码基于图像块方差的新算法 ,推广了C .K .Lee等提出的局部方差算法 (IEEETrans .ImageProcess .,1998,7( 6) :888-891)。新算法增加了两个参数以控制编码速度和解码图像质量。计算机仿真结果显示了算法的有效性 :例如 ,对于 2 5 6× 2 5 6× 8Lena图像 ,相对于全搜索的基本分形编码算法 ,该文算法 (对某些参数值 )在编码时间加快2 3倍的同时 ,PSNR反而增加 0 . A new fast fractal encoding algorithm on the intensity variances of image blocks is developed, which generalized the local variances-based algorithm proposed by C. K. Lee et al (IEEE Trans. Image Process., 1998, 7(6): 888-891). The proposed algorithm adds two parameters that can control the encoding speed and decoded image quality. Computer simulation results demonstrated the effectiveness and efficiency of the proposed fast algorithm: e.g., for a 256×256×8 Lena image the proposed algorithm with some parameter values can speed up the encoding by 23 times while the PSNR even increases by about 0.12dB over the baseline fractal coding algorithm with the exhaustive search.
出处 《计算机仿真》 CSCD 2004年第6期141-144,共4页 Computer Simulation
基金 重庆大学应用基础研究项目 ( 713 4110 0 3 )
关键词 方差算法 计算机仿真 分形图像编码 解码 Fractal Image coding Fast fractal encoding Variance
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参考文献9

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同被引文献32

  • 1Wohlberg B, Jager G. A review of the fractal image coding literature[J]. IEEE Transactions on Image Processing, 1999,8(12): 1716-1729.
  • 2LEE C K, LEEW K. Fast fractal image block coding based on local variances[J]. IEEE Tran s on Image Processing, 1998, 7(6): 888-891.
  • 3He Chuan jiang, YANG S X, HUANG X. Variance based accelerating scheme for fractal image encoding[J]. lectronics Letters, 2004, 40(2): 115-116.
  • 4LA I CM, LAM KM, SIUW C. Imp roved searching scheme for fractal image coding[J]. Electronics Letters, 2002, 38(25): 1653-1654.
  • 5Bibhas Chandra Dhara, Bhabatosh Chanda. Block Truneation Coding Using Pattern Fitting Pattern Recognition[J]. 2004, 37: 2131-2139.
  • 6Fisher Y.Fractal Image Compression:Theory and Application.New York:Springer-Verlag,1994.
  • 7Jacquin A E.Fractal image coding:a review.Proceedings of the IEEE,1993,81(10):1451-1456.
  • 8Lee C K,Lee W K.Fast fractal image block coding based on local variances.IEEE Trans Image processing,1998,7(6):888-891.
  • 9He C,Yang S X,Huang X.Variance-based accelerating scheme for fractal image encoding.Electronics Letters,2004,40(2):115-116.
  • 10Lai C M,Lam K M,Siu W C.Improved searching scheme for fractal image coding.Electronics Letters,2002,38(25):1653-1654.

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