Gesture recognition using Microsoft Kinect

ICARA 2011 - Proceedings of the 5th International Conference on Automation, Robotics and Applications

Volumn , Issue , 2011, Pages 100-103

  Biswas, K K ^a   Basu, Saurav Kumar ^b  

^a INDIAN INSTITUTE OF TECHNOLOGY DELHI   (India)

^b BIRLA INSTITUTE OF TECHNOLOGY   (India)

Author keywords

depth image; gestures; kinect; segmentation; SVM

Indexed keywords

BACKGROUND REMOVAL; CAMERA VIEW; DEPTH CAMERA; DEPTH IMAGE; DEPTH PROFILE; GESTURES; HUMAN GESTURES; HUMAN MACHINE INTERACTION; KINECT; MICROSOFT; MOTION PROFILE; MULTI-CLASS SUPPORT VECTOR MACHINES; SVM;

CAMERAS; GESTURE RECOGNITION; IMAGE SEGMENTATION; SUPPORT VECTOR MACHINES;

ROBOTICS;

EID: 84857404057     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICARA.2011.6144864     Document Type: Conference Paper

References (7)

1. A. Madabhushi and J. K. Aggarwal, "Using head movement to recognize activity", Proceedings of 15th International Conference on Pattern Recognition, vol. 4, pp. 698-701, 2000.
2. A. Ali and J. K. Aggarwal, "Segmentation and recognition of continuous human activity", Proceedings of IEEE Workshop on Detection and Recognition of Events in Video, pp. 28-35, 2001.
3. Y. Rui and P. Anandam, "Segmenting visual actions based on spatio-temporal motion patterns", Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, vol. 1, pp. 111-118, 2000.
4. Md. Z. Uddin, N. D. Thang, T. S. Kim, "Human activity recognition via 3-D joint angle features and Hidden Markov Models", International Conference on Image Processing, pp. 713-716, 2010.
5. Y. Zhu and K. Fujimura, "A Bayesian Network for human body pose tracking from depth image sequences", Sensors, vol. 10, issue 5, 5280-5293, 2010.
6. P. Breuer, C. Eckes and S. Müller, "Hand gesture recognition with a novel time-of-flight camera-a pilot study", MIRAGE-MIRAGE, pp. 247-260, 2007
7. T. W. Ridler, S. Calvard, "Picture thresholding using an iterative selection method", IEEE Trans. System, Man and Cybernetics, SMC-8, pp. 630-632, 1978.