Triplet Person Detection and Behavior Estimation

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Presentation transcript:

Triplet Person Detection and Behavior Estimation REU Project Triplet Person Detection and Behavior Estimation Steven Hickson

Papers Dijkstra, J., A.J. Jessurun, and H.J.P. Timmermans. 2001. "A Multi-Agent Cellular Automata Model of Pedestrian Movement." In M. Schreckenberg and S.D. Sharma(ed.): Pedestrian and Evacuation Dynamics. Springer-Verlag, Berlin. pp. 173-18 Weina Ge; Collins, R.T.; Ruback, R.B.; , "Vision-Based Analysis of Small Groups in Pedestrian Crowds," Pattern Analysis and Machine Intelligence, IEEE Transactions on , vol.34, no.5, pp.1003-1016, May 2012 doi: 10.1109/TPAMI.2011.176 P. Felzenszwalb, R. Girshick, D. McAllester, D. Ramanan Object Detection with Discriminatively Trained Part Based Models IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 32, No. 9, September 2010

Original P. Felzenszwalb Results

Competing Results

Current Code Changes Changing Model

Next Change Model fully to support finding triplets and test. Implement smaller crowd based triplet model Find behaviors