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Jun, 2024
FCA-RAC: 首周期注释重复动作计数
FCA-RAC: First Cycle Annotated Repetitive Action Counting
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Jiada Lu, WeiWei Zhou, Xiang Qian, Dongze Lian, Yanyu Xu...
TL;DR
我们提出了一个名为首轮注释重复动作计数(FCA-RAC)的框架,通过标记技术、自适应采样策略、多时序颗粒度卷积(MTGC)模块和训练知识增强(TKA)策略,有效改善了现有数据集的局限性,提高了模型的泛化性能和推广到未知动作的能力。
Abstract
repetitive action counting
quantifies the frequency of specific actions performed by individuals. However, existing action-counting datasets have limited
action diversity
, potentially hampering model performance
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