Invited Talk on Human Movement Biomechanics: from marker-based precision to vision-based intelligence.

Human Movement Biomechanics: From Marker-Based Precision to Vision-Based Intelligence explores how human motion is analyzed using traditional marker-based motion capture systems and modern AI-powered vision-based techniques. The talk highlights recent advancements in computer vision, machine learning, and biomechanics for accurate, non-invasive movement analysis in healthcare, sports, rehabilitation, and engineering. This topic has strong relevance to Mechanical Engineering, as the principles of mechanics, dynamics, kinematics, vibration, and machine design form the foundation of human movement analysis. The integration of biomechanics with AI and vision-based technologies enables mechanical engineers to contribute to the design of prosthetics, rehabilitation devices, wearable sensors, robotics, ergonomic systems, sports equipment, and digital human models, opening new avenues for interdisciplinary research and innovation.