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Structure-Aware Human Body Reshaping with Adaptive Affinity-Graph Network
Particularly, an SRM filter is utilized to extract high-frequency details, which are combined with spatial features as input to the BSD.
STAT: Towards Generalizable Temporal Action Localization
To address this problem, we propose the Generalizable Temporal Action Localization task (GTAL), which focuses on improving the generalizability of action localization methods.
Weakly-supervised Temporal Action Localization
Weakly Supervised Temporal Action Localization
Simultaneous Detection and Interaction Reasoning for Object-Centric Action Recognition
Existing methods usually adopt a two-stage pipeline, where object proposals are first detected using a pretrained detector, and then are fed to an action recognition model for extracting video features and learning the object relations for action recognition.
