TY - GEN
T1 - An Incremental Dynamic Time Warping for person re-identification
AU - Kwankhoom, Wisrut
AU - Muneesawang, Paisarn
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/9/5
Y1 - 2017/9/5
N2 - This paper presents principles and techniques of a human gesture recognition algorithm for person identification which identifies personal gait patterns recorded with a 3D depth sensing camera, in this case the Microsoft Kinect® version 2. The recorded images are analyzed against a dataset of gait gestures derived from a sample of 37 people. We compared two algorithms for analyzing movement trajectories; Sparse code and Incremental Dynamic Time Warping (IDTW). Experimental results show that the methods have an encouraging performance. When comparing the accuracy of algorithms, IDTW gave better recognition results than the Sparse code method.
AB - This paper presents principles and techniques of a human gesture recognition algorithm for person identification which identifies personal gait patterns recorded with a 3D depth sensing camera, in this case the Microsoft Kinect® version 2. The recorded images are analyzed against a dataset of gait gestures derived from a sample of 37 people. We compared two algorithms for analyzing movement trajectories; Sparse code and Incremental Dynamic Time Warping (IDTW). Experimental results show that the methods have an encouraging performance. When comparing the accuracy of algorithms, IDTW gave better recognition results than the Sparse code method.
KW - Gesture recognition
KW - IDTW
KW - Personal identification
KW - Sparse code
KW - recognition techniques
UR - https://www.scopus.com/pages/publications/85031732121
U2 - 10.1109/JCSSE.2017.8025916
DO - 10.1109/JCSSE.2017.8025916
M3 - Conference contribution
AN - SCOPUS:85031732121
T3 - Proceedings of the 2017 14th International Joint Conference on Computer Science and Software Engineering, JCSSE 2017
BT - Proceedings of the 2017 14th International Joint Conference on Computer Science and Software Engineering, JCSSE 2017
A2 - Chantamunee, Siripinyo
A2 - Doung-in, Suthanya
A2 - Thanathamathee, Putthiporn
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 14th International Joint Conference on Computer Science and Software Engineering, JCSSE 2017
Y2 - 12 July 2017 through 14 July 2017
ER -