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Volume 22 Issue 1
Jan.  2000
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Yuan Jiehui, Wei Zhenggang, Cai Yuanlong. A STUDY ON THE PERCEPTUAL ENTROPY OF IMAGES USING WAVELET TRANSFORM[J]. Journal of Electronics & Information Technology, 2000, 22(1): 23-27.
Citation: Yuan Jiehui, Wei Zhenggang, Cai Yuanlong. A STUDY ON THE PERCEPTUAL ENTROPY OF IMAGES USING WAVELET TRANSFORM[J]. Journal of Electronics & Information Technology, 2000, 22(1): 23-27.

A STUDY ON THE PERCEPTUAL ENTROPY OF IMAGES USING WAVELET TRANSFORM

  • Received Date: 1997-07-02
  • Rev Recd Date: 1998-05-21
  • Publish Date: 2000-01-19
  • In this paper,perceptual error threhhold (PET) functions in different wavelet subbands are obtained through subjective tests on artificial patterns,A new and generic two stage coding scheme is thus proposed,based on the nonuniform zero-trees of wavelet coefficients and the visually nonuniform quantization of small coefficients in higher subbands.Researches have been done for the visual transparent and nearly transparent cases,in comparisons with JPEG standard.Experimental results showed the feasibility and robustness of the scheme,Transparent quality can be obtained around 10 compression ratios for natural images.
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  • Jayaht N,Jonston J,Safranek R.Signal compression based on models of human perception.Proc.IEEE,1993,81(10):1385-1421[2]Safranek R.A perceptually tuned subband image coder with image dependent quantization and post-quantization data compression.Proc.ICASSP,1989,1945-1948.[3]Watson A B.Visual threshold for wavelet quantization error.SPIE vol. 2657,1996,382-392.[4]Peli E.Contrast in complex images J.Opt.Soc.Am.A,1980、7(10):2032-2040.[5]Daly S.The visible difference predictor:An algorithm for the assessment of image fidelity. In Digital Image and Human Vision、A.B.Watson,editor:Cambridge,Massachusetts:MIT Press,1993.[6]Shaprio J.Embedded image coding using zerotrees of wavelet coefficients IEEE Trans.On.SP.,1993,SP-41(12):3445-3462.[7]袁杰辉.基于人的视觉特性和小波变换的图像压缩编码研究;[博士论文].西安:西安交通大学,1998.
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