EHPE: Skeleton Cues-Based Gaussian Coordinate Encoding for Efficient Human Pose Estimation

• Published in: IEEE transactions on multimedia Vol. 26; pp. 8464 - 8475
• Main Authors: Liu, Hai, Liu, Tingting, Chen, Yu, Zhang, Zhaoli, Li, You-Fu
• Format: Journal Article
• Language: English
• Published: IEEE 01.01.2024
• Subjects: Biological system modeling; Deep learning; Encoding; Feature extraction; gaussian coordinate encoding; Heating systems; human pose estimation; Pose estimation; regularization; Skeleton; skeleton direction; Task analysis

Human pose estimation (HPE) has many wide applications such as multimedia processing, behavior understanding and human-computer interaction. Most previous studies have encountered many constraints, such as restricted scenarios and RGB inputs. To mitigate constraints to estimating the human poses in...