Hardware acceleration of hidden markov model decoding for person detection

Proceedings -Design, Automation and Test in Europe, DATE '05

Volumn 2005, Issue , 2005, Pages 8-13

  Fahmy, Suhaib A ^a   Cheung, Peter Y K ^a   Luk, Wayne ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; COMPUTER SOFTWARE; DECODING; FIELD PROGRAMMABLE GATE ARRAYS; HARDWARE; IMAGE PROCESSING; INTEGRATED CIRCUIT LAYOUT; REAL TIME SYSTEMS; TRELLIS CODES;

HARDWARE DECODER ARCHITECTURE; HIDDEN MARKOV MODEL (HMM); PERSON DETECTION; VITERBI DECODER;

MARKOV PROCESSES;

EID: 33646926959     PISSN: 15301591     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DATE.2005.169     Document Type: Conference Paper

References (12)

1. J.-G. Back, S.-H. Yoon, and J.-W. Chong. Memory efficient pipelined viterbi decoder with look-ahead trace back. In The 8th IEEE International Conference on Electronics, Circuits and Systems, 2001. ICECS 2001., volume 2, pages 769-772 vol.2, 2001.
2. M. Bicego and V. Murino. Investigating hidden markov models' capabilities in 2d shape classification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 26(2):281-286, 2004.
3. H. Breit and G. Rigoll. Improved person tracking using a combined pseudo-2d-hmm and kalman filter approach with automatic background state adaptation. In International Conference on Image Processing, 2001. Proceedings., volume 2, pages 53-56 vol.2, 2001.
4. H. Breit and G. Rigoll. A flexible multimodal object tracking system. In International Conference on Image Processing, 2003. Proceedings., volume 3, pages III-133-6 vol.2, 2003.
5. S.-S. Kuo and O. Agazzi. Keyword spotting in poorly printed documents using pseudo 2-d hidden markov models. IEEE Transactions on Pattern Analysis and Machine Intelligence. 16(8): 842-848, 1994.
6. S. Melnikoff. Speech Recognition in Programmable Logic. Ph.d., The University of Birmingham, 2003.
7. A. Nefian. A Hidden Markov Model-Based Approach for Face Detection and Recognition. Ph.d., Georgia Institute of Technology. 1999.
8. L. Rabiner and B. Juang. An introduction to hidden markov models. IEEE ASSP Magazine, 3(1):4-16, 1986.
9. G. Rigoll, S. Eickeler, and S. Muller. Person tracking in real-world scenarios using statistical methods. In Fourth IEEE International Conference on Automatic Face and Gesture Recognition, 2000. Proceedings., pages 342-347, 2000.
10. G. Rigoll, B. Winterstein, and S. Muller. Robust person tracking in real scenarios with non-stationary background using a statistical computer vision approach. In Second IEEE Workshop on Visual Surveillance, 1999., pages 41-4-7, 1999.
11. M. Yaqoob. Object Tracking Algorithms and Implementations. M.sc., Imperial College London, 2003.
12. Y. Zhu and M. Benaissa. A novel acs scheme for area-efficient viterbi decoders. In Proceedings of the 2003 International Symposium on Circuits and Systems. ISCAS '03., volume 2, pages II-264-II-267 vol.2, 2003.