This invention relates to an anti-weather interference image collection system, in which, an AD converter converts the picked up image signals to digital image signals to be input to a computer via a communication interface, a time weight module gets time weight by time parameters and a parameter input module transmits the parameter information to a computer to transfer the modulated transferred function signals of the image to a signal filter module to filer the original image to get a recovered image of the weather. The work flow is: 1, initialization, 2,image collection, 3, image pre-process, 4, time weight computation, 5, computation of index of refraction structure constant, 6, computing the atmosphere modulated transferred function, 7, image filter, 8, storing the image 9, displaying the image.