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Action Recognition System and Method
This patent presents an action recognition system with a View-Adaptive Neural Network that dynamically learns and corrects for viewpoint variations.
Prof. YAN Hong, Dr. Ali Raza SHAHID, Dr. FAN Xinqi
  • View-Adaptive Neural Network
  • Skeleton-Based Action Recognition
  • Graph Neural Network
  • 無監督學習
  • 3D Skeleton Transformation
TRL
4
System for Image Processing, a Method of Facial Expression Detection and a Method of Reconstruction Image Generation
This patent presents an Edge-Aware Motion-based system for Facial Micro-Expression Generation (EAM-FMEG) that solves data scarcity by generating realistic FME sequences.
Prof. YAN Hong, Dr. Ali Raza SHAHID, Dr. FAN Xinqi
  • Facial Micro-Expression (FME) Generation
  • Edge-Aware Motion Retargeting
  • Auxiliary Edge Prediction
  • Multi-head Self-Attention
  • Unsupervised Learning
TRL
4
System for Image Processing, a Method of Facial Expression Detection and a Method of Reconstruction Image Generation
This patent introduces an Edge-Aware Motion generation method for Facial Micro-Expression Generation (EAM-FMEG), a system and method specifically designed to overcome the challenge of generating realistic facial micro-expression sequences.
Prof. YAN Hong, Dr. FAN Xinqi
  • Facial Micro-Expression (FME) Generation
  • Edge-Aware Attention
  • Deep Motion Retargeting
  • Unsupervised Learning
  • Self-Attention Mechanism
TRL
4

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