Hand trajectory-based gesture spotting and recognition using HMM

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2009, Pages 3577-3580

  Elmezain, Mahmoud ^a   Al Hamadi, Ayoub ^a   Michaelis, Bernd ^a  

^a OTTO VON GUERICKE UNIVERSITY   (Germany)

Author keywords

Application; Computer vision; Gesture recognition; Gesture spotting; Pattern recognition

Indexed keywords

COMPUTER APPLICATIONS; COMPUTER VISION; FEATURE EXTRACTION; HIDDEN MARKOV MODELS; IMAGING SYSTEMS; SPEECH RECOGNITION; VITERBI ALGORITHM;

AUTOMATIC SYSTEMS; CODE-WORDS; DEPTH MAP; END POINTS; FEATURE EXTRACTION AND CLASSIFICATION; GESTURE SPOTTING; HAND GESTURE; INPUT STREAMS; MEAN SHIFT ALGORITHM; ORIENTATION DYNAMICS; RECOGNITION RATES; SPATIO-TEMPORAL TRAJECTORIES; TRAJECTORY-BASED;

GESTURE RECOGNITION;

EID: 77951963990     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2009.5414322     Document Type: Conference Paper

References (11)

1. X. Deyou, "A Network Approach for Hand Gesture Recognition in Virtual Reality Driving Training System of SPG," in ICPR Conference, 2006, pp. 519-522.
2. M. Elmezain, A. Al-Hamadi, and B. Michaelis, "Real-Time Capable System for Hand Gesture Recognition Using Hidden Markov Models in Stereo Color Image Sequences," Journal of WSCG, vol. 16 (1), pp. 65-72, 2008.
3. D. Kim, J. Song, and D. Kim, "Simultaneous Gesture Segmentation and Recognition Based on Forward Spotting Accumlative HMMs," Journal of Pattern Recognition, vol. 40 (11), pp. 3012-3026, 2007.
4. H. Yang, A. Park, and S. Lee, "Gesture Spotting and Recognition for Human-Robot Interaction," IEEE Transaction on Robotics, vol. 23 (2), pp. 256-270, 2007. (Pubitemid 46621552)
5. K. Takahashi, S. Sexi, and R. Oka, "Spotting Recognition of Human Gestures From Motion Images," Technical Report IE92-134, pp. 9-16, 1992.
6. H. Lee and J. Kim, "An HMM-Based Threshold Model Approach for Gesture Recognition," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 21 (10), pp. 961-973, 1999.
7. H. Yang, S. Sclaroff, and S. Lee, "Sign Language Spotting with a Threshold Model Based on Conditional Random Fields," IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 31 (7), pp. 1264-1277, 2009.
8. R. Lawrence, "A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition," Proceeding of the IEEE, vol. 72 (2), pp. 257-286, 1989.
9. T. Cover and J. Thomas, "Relative Entropy and Mutual Information," Elements of Information Theory, pp. 12-49, 1991.
10. D. Comaniciu, V. Ramesh, and P. Meer, "Kernel-Based Object Tracking," IEEE Trans. PAMI, vol. 25, pp. 564-577, 2003.
11. S. Khalid, U. Ilyas, S. Sarfaraz, and A. Ajaz, "Bhattacharyya Coefficient in Correlation of Gary-Scale Objects," Journal of Multimedia, vol. 1, pp. 56-61, 2006.