A database of elementary human movements collected with RGB-D type camera

Abstract

This paper describes implementation of gait recognition that consists of two parts - capturing motion and data analysis. It introduces the process of building database of elementary human movements and explains the choice of BVH recording format. Besides filtering, three different methods of data analysis have been applied - Fourier transform, harmonic analysis and integral computing. Finally, it shows a broad spectrum of gait recognition practical application possibilities.