Modified Dynamic Time Warping Based on Direction Similarity for Fast Gesture Recognition
We propose a modified dynamic time warping (DTW) algorithm that compares gesture-position sequences based on the direction of the gestural movement. Standard DTW does not specifically consider the two-dimensional characteristic of the user’s movement. Therefore, in gesture recognition, the sequence...
Main Authors: | Hyo-Rim Choi, TaeYong Kim |
---|---|
Format: | Article |
Language: | English |
Published: |
Hindawi Limited
2018-01-01
|
Series: | Mathematical Problems in Engineering |
Online Access: | http://dx.doi.org/10.1155/2018/2404089 |
Similar Items
-
Combined Dynamic Time Warping with Multiple Sensors for 3D Gesture Recognition
by: Hyo-Rim Choi, et al.
Published: (2017-08-01) -
A Differential Evolution Approach to Optimize Weights of Dynamic Time Warping for Multi-Sensor Based Gesture Recognition
by: James Rwigema, et al.
Published: (2019-02-01) -
Hand Gesture Recognition Using Particle Swarm Movement
by: Clementine Nyirarugira, et al.
Published: (2016-01-01) -
Dynamic Time Warping Based Recognition Of Human Body Gestures
by: 黃致巽
Published: (2013) -
Multi-modal gesture recognition with voting-based dynamic time warping
by: Yiqun Kuang, et al.
Published: (2019-12-01)