Markerless Gait Analysis using 3D Human Pose Estimation for Physical Assessment

Project Description

This project aims to address the following problems on markered gait analysis systems: (1) high cost, (2) high setup time, and (3) possible gait obstruction by suit. By creating GaitScape, the pipeline from data collection to visual data interpretation is streamlined with a modern, intuitive GUI.

Paper

For detailed information on rationale, methods, and findings, please read our paper on: Markerless Gait Analysis Using 3D Human Pose Estimation For Physical Assessment.pdf

Application Demo

Demo.mp4