Here are some perceptual organization results obtained with our Swendsen-Wang Cuts algorithm.
The vertices of the adjacency graph are little line segments (edgelets) obtained by edge detection and cutting.                                                                                                      

Input image	Perceptual organization result	Edgelets

    Convergence Movie:

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