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Vaswani N, Roy-Chowdhury AK, Chellappa R.  2005.  "Shape Activity": a continuous-state HMM for moving/deforming shapes with application to abnormal activity detection. Image Processing, IEEE Transactions on. 14(10):1603-1616.