DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

We introduce a Deep Stochastic IOC1 RNN Encoderdecoder framework, DESIRE, for the task of future predictions of multiple interacting agents in dynamic scenes. DESIRE effectively predicts future locations of objects in multiple scenes by 1) accounting for the multi-modal nature of the future predicti...

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Bibliographic Details
Main Authors: Lee, N, Choi, W, Vernaza, P, Choy, C, Torr, P, Chandraker, M
Format: Conference item
Published: CVPR 2017