Method for synthesizing an image (I sth) of a view on the basis of images of N (N≥2) views (T 1, D 1; T 2, D 2;...; T N, D N), implemented by an image synthesis device, the images of the N views comprising N texture components and N depth maps, said method comprising the following: - projecting, to a position corresponding to the image of the view to be synthesized, N depth maps associated with the N views, respectively, providing N corresponding projected depth maps, said synthesis method being characterized in that: - for at least one given pixel (pi j) of at least one current projected depth map (D j V), for which a depth value (di v j) has been associated after projection: - determining a maximum or minimum depth value, respectively, of a pixel located in one of the N projected depth maps and having the same position as that of said at least one given pixel, - comparing a difference between the maximum and minimum depth values with a threshold, - calculating an item of reliability information for said depth value, according to the result of the comparison, - modifying said depth value of said at least one given pixel if said item of reliability information (Fi j) associated with said depth value is at a predefined value, said modification using the depth value of a pixel whose position corresponds to that of said at least one given pixel, in at least one other projected depth map, which generates at least one modified projected depth map D j v ̅, - interpolating the N projected depth maps comprising said at least one modified projected depth map, and interpolating the N texture components. - projecting, to a position corresponding to the image of the view to be synthesized, N depth maps associated with the N views, respectively, providing N corresponding projected depth maps, - for at least one given pixel (pi j) of at least one current projected depth map (D j V), for which a depth value (di v j) has been associated after projection: - determining a maximum or minimum depth value, respectively, of a pixel located in one of the N projected depth maps and having the same position as that of said at least one given pixel, - comparing a difference between the maximum and minimum depth values with a threshold, - calculating an item of reliability information for said depth value, according to the result of the comparison, - modifying said depth value of said at least one given pixel if said item of reliability information (Fi j) associated with said depth value is at a predefined value, said modification using the depth value of a pixel whose position corresponds to that of said at least one given pixel, in at least one other projected depth map, which generates at least one modified projected depth map D j v ̅, - interpolating the N projected depth maps comprising said at least one modified projected depth map, and interpolating the N texture components. - determining a maximum or minimum depth value, respectively, of a pixel located in one of the N projected depth maps and having the same position as that of said at least one given pixel, - comparing a difference between the maximum and minimum depth values with a threshold, - calculating an item of reliability information for said depth value, according to the result of the comparison, - modifying said depth value of said at least one given pixel if said item of reliability information (Fi j) associated with said depth value is at a predefined value, said modification using the depth value of a pixel whose position corresponds to that of said at least one given pixel, in at least one other projected depth map, which generates at least one modified projected depth map D j v ̅, - interpolating the N projected depth maps comprising said at least one modified projected depth map, and interpolating the N texture components.