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Task-aware pre-training for facial action analysis
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作者 Xuran SUN Jiabei ZENG Shiguang SHAN 《Frontiers of Computer Science》 2026年第2期177-179,共3页
1Introduction Facial action analysis(FAA)focuses on detecting facial movements,particularly facial action units(AUs).FAA tasks,including AU detection,AU intensity estimation,and pain estimation,are crucial for underst... 1Introduction Facial action analysis(FAA)focuses on detecting facial movements,particularly facial action units(AUs).FAA tasks,including AU detection,AU intensity estimation,and pain estimation,are crucial for understanding emotions and physical conditions.A major challenge in FAA is the insufficiency of labeled data,hindering the performance and generalization of FAA models. 展开更多
关键词 detecting facial movementsparticularly facial action analysis faa focuses facial action units aus faa intensity estimationand pre training understanding emotions physical conditionsa pain estimationare task aware
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