Title :
Marker less view independent gait analysis using DFT
Author :
Tallapragada, Suma ; Srinivas, L. V Chaitanya
Author_Institution :
Biomed. Eng., VIT Univ., Vellore, India
Abstract :
We present a new method for viewpoint independent markerless gait analysis employing Discrete Fourier Transform (DFT) analysis. The system uses a web camera, works with a wide range of directions of walking. These properties make the proposed method particularly suitable for identification by gait. Tests on video sequences with subjects walking freely along different walking directions have been performed. This method shows that markerless gait analysis does not depends on any of internal or external camera parameters and obtained data that can be used for gait biometrics purposes.
Keywords :
Fourier transforms; biometrics (access control); gait analysis; video signal processing; DFT analysis; Web camera; discrete Fourier transform; gait biometrics; markerless view independent gait analysis; video sequences; Artificial neural networks; Discrete Fourier transforms; Frequency domain analysis; Humans; Image edge detection; Joints; Legged locomotion;
Conference_Titel :
Electronics Computer Technology (ICECT), 2011 3rd International Conference on
Conference_Location :
Kanyakumari
Print_ISBN :
978-1-4244-8678-6
Electronic_ISBN :
978-1-4244-8679-3
DOI :
10.1109/ICECTECH.2011.5941791