The multi-stream network uses two different streams of information (motion and appearance) for each of two different spatial croppings (full-frame and person-centric) to analyze short chunks of video. One network (CNN-T) computes features on pixel trajectories (motion), while the other (CNN) computes features on RGB channels (appearance).
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A Multi Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action-Detection
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