A Systematic Review of Recent Deep Learning Approaches for 3D Human Pose Estimation

• Published in: Journal of imaging Vol. 9; no. 12; p. 275
• Main Authors: El Kaid, Amal, Baïna, Karim
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 01.12.2023
• Subjects: 3D human pose estimation; Body, Human; Deep learning; deep-learning-based methods; Image enhancement; Image processing; Literature reviews; Machine learning; Methods; Physiological research; Pose estimation; Posture; systematic literature survey; Systematic review; Taxonomy; Two dimensional models; Morocco; systematic literature survey; deep-learning-based methods; 3D human pose estimation

Three-dimensional human pose estimation has made significant advancements through the integration of deep learning techniques. This survey provides a comprehensive review of recent 3D human pose estimation methods, with a focus on monocular images, videos, and multi-view cameras. Our approach stands...