A method of processing images in a system for capturing a series of images of a scene comprising an image capture device having a matrix of flux sensors oriented along a sighting axis (z), said image capture device comprising a stabilization module which stabilizes the sighting axis of the captured images, said sighting axis being subjected to a defined motion cyclic and having an amplitude of n pixels in a cycle at the flux sensor matrix, n being a whole number greater than 2 and smaller than n max, n max being determined in such a way that the images captured in a cycle have a predominantly common part; said method comprising the following steps, applied to a series of successive images (N 1-k) captured during a cycle: /1/ repeating steps /i/ and /ii/ from the first captured image to the last captured image of said series and obtain an intermediate image (I intermediate): - /i/ placing a subsequent image (N i+1) of said series of images on a preceding image (N i) as a function of the defined motion; - /ii/ correcting a spatial noise due to the flux sensors and affecting the common part of the images of the preceding and subsequent images as a function of at least one measured offset between a value of a reference pixel (P 1) in the common part of the preceding image and a value of a subsequent pixel (P 2) which represents the same point of said scene as said reference pixel in said common part of the subsequent image; /2/ obtaining a corrected captured image of the scene by applying a convolution product between said intermediate image and a corrective point spread function (PSF global), said corrective point spread function being determined according to the defined motion. /1/ repeating steps /i/ and /ii/ from the first captured image to the last captured image of said series and obtain an intermediate image (I intermediate): - /i/ placing a subsequent image (N i+1) of said series of images on a preceding image (N i) as a function of the defined motion; - /ii/ correcting a spatial noise due to the flux sensors and affecting the common part of the images of the preceding and subsequent images as a function of at least one measured offset between a value of a reference pixel (P 1) in the common part of the preceding image and a value of a subsequent pixel (P 2) which represents the same point of said scene as said reference pixel in said common part of the subsequent image; - /i/ placing a subsequent image (N i+1) of said series of images on a preceding image (N i) as a function of the defined motion; - /ii/ correcting a spatial noise due to the flux sensors and affecting the common part of the images of the preceding and subsequent images as a function of at least one measured offset between a value of a reference pixel (P 1) in the common part of the preceding image and a value of a subsequent pixel (P 2) which represents the same point of said scene as said reference pixel in said common part of the subsequent image; /2/ obtaining a corrected captured image of the scene by applying a convolution product between said intermediate image and a corrective point spread function (PSF global), said corrective point spread function being determined according to the defined motion.