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Prediction and Description of Near-Future Activities in Video
Most of the existing works on human activity analysis focus on recognition or early recognition of the activity labels from complete or partial observations.
Multi-View Frame Reconstruction with Conditional GAN
Multi-view frame reconstruction is an important problem particularly when multiple frames are missing and past and future frames within the camera are far apart from the missing ones.
Joint Prediction of Activity Labels and Starting Times in Untrimmed Videos
We propose a network similar to a hybrid Siamese network with three branches to jointly learn both the future label and the starting time.
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