Affinity propagation clustering between video frames?

2014 9 10
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I have a human gait (silhouette) sequence video with arbitrary walking direction.. i want cluster a group of image to form a cluster based average gait image so far i want to cluster a images with respect to varies pose and walking style.. my gait sequence having frames up-to 300. i want to find similarity between each frames and find the clustering .. please help me any one ...?

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