1. An image recovery method for eliminating an effect of an environmental medium, comprising: receiving a captured image affected by the environmental medium; defining a respective local window with each pixel located at a center of the respective local window; and under an assumption that original radiance of all pixels within the respective local window are identical, performing a minimization estimation for each local window, to obtain a corresponding transmission of each pixel in the captured image.