ASMI researchers are involved in different fields such as biomechanics (motion analysis, which includes cadaver research, namely, the use of human limbs to analyze anatomy, motion, and the strength of muscles, tendons, ligaments, and bones) and clinical research (tracking patients to see how successful they are returning to sport after treatment with surgery or physical therapy).
The area of human motion analysis is one of the most active research areas in computer vision, with applications in numerous fields such as surveillance, content-based retrieval, storage, and virtual reality.
Accurate motion analysis of real life sequences is a very active research field due to its multiple potential applications.
A motion capture system, considered as the reference standard in motion analysis, is used in a controlled environment for this research.
Previous work to ensure methodological precision with the use of specific palpation techniques with the skin fixation pads using the modified CA 6000 spinal motion analysis system is expected to facilitate future multi-center research.
Several researchers have explored unsupervised methods for motion analysis.
His research interests include task and motion planning, learning from observation, feasible motion analysis, 3D-shape modeling and analysis, and physics-based vision.
Target recognition and tracking is a hot research in image and video processing and is widely used in motion analysis, behavior recognition, and so on.
Hence, human motion analysis in automated video surveillance has become one of the most active and attractive research topics in the area of computer vision and pattern recognition.
"It's been the goal of my life to computerize Laban motion analysis," he said.
