A hierarchical segmentation model i s obtained by using linear scale evolution of gray-scale images. At each scale segments are generated as Voronoi diagrams wi th a distance measure defined o n the image landscape. T h e set of centers of the Voronoi cells i s the set of local extrema of the gray-scale image. T h i s set i s localized by using the winding number distribution of the gradient ve...