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METHOD AND SYSTEM FOR IMAGE HAZE REMOVAL BASED ON HYBRID DARK CHANNEL PRIOR

机译:基于混合暗通道先验的图像雾度去除方法和系统

摘要

A method and a system for image haze removal are provided. The method includes the following steps: receiving an input hazy image including input pixels; determining a hybrid dark channel for each of the input pixels according to a first minimum dark channel of a corresponding large local patch and a second minimum dark channel of a corresponding small local patch; determining a transmission map for each of the input pixels according to the hybrid dark channel prior, the corresponding hybrid dark channel, and atmospheric light associated with the input hazy image in each color channel; determining a color spectrum adjustment parameter corresponding to each of the color channels; recovering scene radiance for each of the input pixels in each of the color channels according to the corresponding color spectrum adjustment parameter, the transmission map, and the corresponding atmospheric light to produce and output a de-hazed image.
机译:提供了一种用于去除图像雾度的方法和系统。该方法包括以下步骤:接收包括输入像素的输入模糊图像;以及根据相应的大局部补丁的第一最小暗通道和相应的小局部补丁的第二最小暗通道,为每个输入像素确定混合暗通道;根据所述混合暗通道先验,所述对应的混合暗通道,以及与每个彩色通道中的输入朦胧图像相关的大气光,确定每个输入像素的透射图;确定与每个颜色通道相对应的色谱调整参数;根据对应的色谱调整参数,透射图和对应的大气光,恢复每个色彩通道中每个输入像素的场景辐射,以产生并输出消雾图像。

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