Ensemble Classifier Approach to Gesture Recognition in Health Care Using a Kinect Sensor

2015 ◽  
pp. 575-602
Author(s):  
Sriparna Saha ◽  
Monalisa Pal ◽  
Amit Konar
Keyword(s):  
Health Care ◽  
Gesture Recognition ◽  
Ensemble Classifier ◽  
Kinect Sensor

An Improved Hu-moment Algorithm in Gesture Recognition Based on Kinect Sensor

2013 ◽  
Vol 12 (14) ◽  
pp. 2963-2968 ◽  
Author(s):  
Li Guangsong ◽  
Ou Qiaoxin ◽  
Luo Jiehong
Keyword(s):  
Gesture Recognition ◽  
Kinect Sensor ◽  
Hu Moment

A Track-Based Gesture Recognition Algorithm for Kinect

2015 ◽  
Vol 738-739 ◽  
pp. 334-338 ◽  
Author(s):  
Ying Wang ◽  
Ling Zhang
Keyword(s):  
Gesture Recognition ◽  
Golden Section ◽  
Recognition Algorithm ◽  
Depth Image ◽  
Kinect Sensor ◽  
Recognition Method ◽  
Image Information ◽  
Golden Section Search ◽  
Highly Effective

This paper presents a new gesture track recognition method based on the depth image information received from the Kinect sensor. First, a Kinect sensor is used to obtain the coordinates of a moving arm. Then, the gesture tracks corresponding to these coordinates are analyzed. Matching and recognition of gesture tracks are implemented by performing golden section search. The results show that this track-based method is highly effective in gesture recognition.

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