Application of image enhancement method for digital images based on Retinex theory |
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Authors: | Jia Li |
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Affiliation: | Institute of Fiber Optic Communication & Information Engineering, College of Information Engineering, Zhejiang University of Technology, Hangzhou 310023, China |
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Abstract: | The image enhancement and implementation of the methods for the digital image enhancement were studied. The characteristics of different image enhancement methods, including contrast enhancement, linear transformation, piecewise linear transformation, grayscale slice transformation and Retinex clearing algorithms were analyzed in detail. Retinex enhancement algorithms were studied and the implementation process for the Retinex algorithm is given. Finally, an example of image enhancement using the multi scale Retinex algorithm (MSR) is achieved. It is shown that MSR can realize the image color constancy, local dynamic range compression, color enhancement and the overall dynamic range compression under certain circumstances. |
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Keywords: | Digital image enhancement Retinex theory Multi scale Retinex algorithm |
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