Gait recognition on the basis of markerless motion tracking and DTW transform - Switonski, Adam; Krzeszowski, Tomasz; Josinski, Henryk; Kwolek, Bogdan; Wojciechowski, Konrad (IET biometrics, 2018)
Keywords: Algorithms; Biomechanics; Classification; classification method; DTW transform; dynamic time warping transform; Gait; gait analysis; Gait recognition; Identification; image classification; image motion analysis; image sequences; Information processing; k‐nearest neighbours algorithm; learning (artificial intelligence); markerless motion capture system; markerless motion tracking; Methods; Motion capture; motion sequences; multidimensional time series; object tracking; Research Article; Sequences; skeleton‐driven point clouds; Time measurement; Time series; Tracking; transforms; view‐invariant gait recognition; gait recognition; image classification; dynamic time warping transform; k-nearest neighbours algorithm; transforms; time series; markerless motion capture system; multidimensional time series; gait analysis; DTW transform; image motion analysis; markerless motion tracking; skeleton-driven point clouds; object tracking; classification method; motion sequences; learning (artificial intelligence); image sequences; view-invariant gait recognition