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Prototypical Calibrating Ambiguous Samples for Micro-Action Recognition

  • Micro-Action Recognition (MAR) has gained attention for its role in non-verbal communication and emotion analysis.
  • A novel approach called Prototypical Calibrating Ambiguous Network (PCAN) is proposed to address the ambiguity in MAR.
  • PCAN employs a hierarchical action-tree to identify and categorize ambiguous samples into distinct sets.
  • Extensive experiments demonstrate the superior performance of PCAN compared to existing approaches.

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