A procedure of detecting man-made objects in natural background from a visible image is presented
in which the fractals with self-similarity property is employed to model natural background
and the intrinsic difference in fractal characters between man-made objects and natural background is used to identify man-made objects.The methods of adaptive enhancement for fractal features and composite image segmentation are also discussed.Some experimental results for real images show that the procedure in this paper is applicable.