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Enhancement-Based-on-Visual-Property

  • Category : AI-NN-PR
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  • Update : 2016-08-19
  • Size : 288kb
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  • Author :L*****
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Common image enhancements based on human visual property compress the dynamic range of images while enhancing the contrast,so that the whole contrast is not high and the effects on edges are not satisfactory.By analyzing the global and local adaptation of the human visual system and the transfer property of retinal ganglion cells,an algorithm for biomimetic image enhancement is proposed in this paper.Firstly a global logarithm transformation is carried out on the whole image to adapt the sense property of the human visual system secondly the tri-Gaussian model is adopted to adjust the local contrast based on the local linear relationship between subjective brightness(intensity as perceived by the human visual system)and the logarithm of the light intensity incident on the eye finally,a linear transformation is used to convert the enhanced image back to a color image.The experimental results show that our proposed algorithm has better performance compared to other methods.In
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基于视觉特性的仿生图像增强算法\changan_flower.jpg
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基于视觉特性的仿生图像增强算法
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