Adaptive occlusion hybrid second-order attention network for head pose estimation

• Published in: International journal of machine learning and cybernetics Vol. 15; no. 2; pp. 667 - 683
• Main Authors: Fu, Qi, Xie, Kai, Wen, Chang, He, Jianbiao, Zhang, Wei, Tian, Hongling, Yang, Sheng
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.02.2024
• Subjects: Artificial Intelligence; Complex Systems; Computational Intelligence; Control; Engineering; Mechatronics; Original Article; Pattern Recognition; Robotics; Systems Biology; Attention mechanism; Exponential map; Occlusion-aware; Head pose estimation

Head pose estimation (HPE) is a challenging and critical research subject with a wide range of applications in areas such as driver monitoring, attention recognition, and human-computer interaction. However, there are two challenging problems in HPE, the first one is that in real application scenari...