A new 6D motion gesture database and the benchmark results of feature-based statistical recognition

2012 IEEE International Conference on Emerging Signal Processing Applications, ESPA 2012 - Proceedings

Volumn , Issue , 2012, Pages 131-134

  Chen, Mingyu ^a   Alregib, Ghassan ^a   Juang, Biing Hwang ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

6D Motion; Gesture Recognition; Motion Gesture

Indexed keywords

3-DIMENSION; 6D MOTION; ANGULAR SPEED; COMMON GROUND; FEATURE DIMENSIONS; FEATURE-BASED; MOTION DATA; MOTION GESTURE; MOTION INFORMATION; PILOT STUDIES; RECOGNITION ACCURACY; RECOGNITION PERFORMANCE; SPATIAL TRAJECTORY; STATISTICAL RECOGNITION; TEMPORAL EXTENSIONS; TRACKING DEVICES; TRACKING SIGNALS; TRACKING TECHNOLOGY; USER-DEPENDENT;

DATABASE SYSTEMS; FEATURE EXTRACTION; SIGNAL PROCESSING;

GESTURE RECOGNITION;

EID: 84863280896     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ESPA.2012.6152463     Document Type: Conference Paper

References (9)

1. Hyeon-Kyu Lee and Jin H. Kim, "An hmm-based threshold model approach for gesture recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, pp. 961-973, Oct. 1999.
2. Jani Mäntyjärvi, Juha Kela, Panu Korpipää, and Sanna Kallio, "Enabling fast and effortless customisation in accelerometer based gesture interaction," in Proceedings of the 3rd international conference on Mobile and ubiquitous multimedia, 2004, MUM '04, pp. 25-31.
3. Christoph Amma, Dirk Gehrig, and Tanja Schultz, "Airwriting recognition using wearable motion sensors," in Proc. of the 1st Augmented Human Intl. Conf., 2010, AH '10, pp. 10:1-10:8.
4. Jiayang Liu, Lin Zhong, Jehan Wickramasuriya, and Venu Vasudevan, "uwave: Accelerometer-based personalized gesture recognition and its applications," Pervasive and Mobile Computing, vol. 5, no. 6, pp. 657 -675, 2009, PerCom 2009.
5. Jacob O.Wobbrock, Andrew D.Wilson, and Yang Li, "Gestures without libraries, toolkits or training: a $1 recognizer for user interface prototypes," in Proc. of UIST '07, 2007, pp. 159-168. (Pubitemid 351429349)
6. Sven Kratz and Michael Rohs, "Protractor3d: a closed-form solution to rotation-invariant 3d gestures," in Proceedings of the 16th international conference on Intelligent user interfaces, 2011, IUI '11, pp. 371-374.
7. Dean Rubine, "Specifying gestures by example," SIGGRAPH Comput. Graph., vol. 25, pp. 329-337, Jul. 1991.
8. M. Hoffman, P. Varcholik, and J.J. LaViola, "Breaking the status quo: Improving 3d gesture recognition with spatially convenient input devices," in Virtual Reality Conference (VR10), Mar. 2010, pp. 59 -66.
9. T Flash and N Hogan, "The coordination of arm movements: an experimentally confirmed mathematical model," The Journal of Neuroscience, vol. 5, no. 7, pp. 1688-1703, 1985. (Pubitemid 15234427)