DIGITAL IMAGE FILTERING IN WAVELET DOMAIN USING GENETIC PROGRAMMING

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EFTEKHARI MEHRDAD; EGHBALI H.J.

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Journal: IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY TRANSACTION B- ENGINEERING Year:2006 | Volume:30 | Issue:B6 Page(s): 701-710

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Information Journal Paper

Title

DIGITAL IMAGE FILTERING IN WAVELET DOMAIN USING GENETIC PROGRAMMING

Author(s)

EFTEKHARI MEHRDAD | EGHBALI H.J. | Issue Writer Certificate

Keywords

GENETIC PROGRAMMINGQ3

WAVELET TRANSFORMQ3

DENOISINGQ3

FEATURESQ3

EXPRESSIONSQ3

FITNESSQ3

PSNRQ3

Abstract

GENETIC PROGRAMMING (GP) is a powerful machine learning technique derived from genetic algorithms. We used GP to generate a mathematical function for image DENOISING based on statistical FEATURES derived from detail sub-bands of WAVELET TRANSFORM (WT). The function obtained from GP for image DENOISING is not dependent to any parameters as represented in other image DENOISING methods based on WT. Results of the proposed image DENOISING method is compared to the VisuShrink soft threshold image DENOISING method, both perceptually and in terms of Peak Signal to Noise Ratio (PSNR).

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APA: Copy

EFTEKHARI, MEHRDAD, & EGHBALI, H.J.. (2006). DIGITAL IMAGE FILTERING IN WAVELET DOMAIN USING GENETIC PROGRAMMING. IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY TRANSACTION B- ENGINEERING, 30(B6), 701-710. SID. https://sid.ir/paper/62318/en

Vancouver: Copy

EFTEKHARI MEHRDAD, EGHBALI H.J.. DIGITAL IMAGE FILTERING IN WAVELET DOMAIN USING GENETIC PROGRAMMING. IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY TRANSACTION B- ENGINEERING[Internet]. 2006;30(B6):701-710. Available from: https://sid.ir/paper/62318/en

IEEE: Copy

MEHRDAD EFTEKHARI, and H.J. EGHBALI, “DIGITAL IMAGE FILTERING IN WAVELET DOMAIN USING GENETIC PROGRAMMING,” IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY TRANSACTION B- ENGINEERING, vol. 30, no. B6, pp. 701–710, 2006, [Online]. Available: https://sid.ir/paper/62318/en

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