Why You Walk Like That: Inferring Body Conditions From Single Gait Cycle
Artificial Intelligence/Machine Learning
DescriptionWe propose a personalized gait analysis framework which can diagnose possible musculoskeletal disorders with a single gait cycle. Our framework is built over a gait manifold, revealing the principle kinematic characteristics in the temporal pose sequence. We present a gait simulator to enrich the gait space paired with body conditions.
The authors of this Poster have been invited to participate in the Technical Papers Summary and Q&A: Learning for Character Animation, Wednesday, 11 August, 7-8 am.