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PPDM: Parallel Point Detection and Matching for Real-Time Human-Object Interaction Detection

PPDM: Parallel Point Detection and Matching for Real-Time Human-Object Interaction Detection

We propose a single-stage Human-Object Interaction (HOI) detection method that has outperformed all existing methods on HICO-DET dataset at 37 fps on a single Titan XP GPU. It is the first real-time HOI detection method. Conventional HOI detection methods are composed of two stages, i.e., human-object proposals generation, and proposals …