Artificial object detection and segmentation in natural background are key
points of pattern recognition and computer vision. The effect of complex te
xture of natural background and other factors, make it difficult to segment
artificial object from natural background. In this paper, an algorithm bas
ed on watershed transform and regional fractal texture analysis is proposed
to detect and segment artificial object from natural background.