Robust Tracking and Behavioral Modeling of Movements of Biological Collectives from Ordinary Video Recordings

23 Jul 2017Hiroki SayamaFarnaz Zamani EsfahlaniAli JazayeriJ. Scott Turner

We propose a novel computational method to extract information about interactions among individuals with different behavioral states in a biological collective from ordinary video recordings. Assuming that individuals are acting as finite state machines, our method first detects discrete behavioral states of those individuals and then constructs a model of their state transitions, taking into account the positions and states of other individuals in the vicinity... (read more)

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