Audio-visual speaker detection using dynamic Bayesian networks

Proceedings - 4th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2000

Volumn , Issue , 2000, Pages 384-390

  Garg, Ashutosh ^a   Pavlović, Vladimir ^b   Rehg, James M ^b  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^b HEWLETT PACKARD COMPANY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; TESTBEDS;

CONTEXTUAL INFORMATION; CONTEXTUAL KNOWLEDGE; DYNAMIC BAYESIAN NETWORKS; FUSION ARCHITECTURE; HUMAN COMPUTER INTERFACES; HUMAN MACHINE INTERACTION; SPEAKER DETECTION; STATISTICAL INFERENCE;

SPEECH RECOGNITION;

EID: 84905395655     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AFGR.2000.840663     Document Type: Conference Paper

References (15)

1. X. Boyen N. Firedman and D. Koller "Discovering the hidden structure of complex dynamic systems " in Proc. Uncertainty in Artificial Intelligence pp. 91-100 1999.
2. A. D. Christian and B. L. Avery "Digital smart kiosk project " in ACMSGICHI (Los Angeles CA) 1998.
3. T. Dean and K. Kanazawa "A model for reasoning about persistance and causation " Computational Intelligence vol. 5 no. 3 1989.
4. B. Frey Graphical Models for Machine Learning and Digital Communication. MIT Press 1998.
5. Z. Ghahramani "Learning dynamic Bayesian networks " in Adaptive processing of temporal information (C. L. Giles and M. Gori eds. ) Lecture notes in artificial intelligence Springer-Verlag 1997.
6. E. Horvitz J. Breese D. Heckerman D. Hovel and K. Rommelse " The Lumìere project: Bayesian user modeling for inferring the goals and needs of software users," in Proc. of the 14th Conf. on Uncertainty in AI pp. 256-265 1998.
7. F. V. Jensen An introduction to Bayesian Networks. Springer-Verlag 1995.
8. J. Pearl Probabilistic reasoning in intelligent systems San Mateo CA: Morgan Kaufmann 1998.
9. L. R. Rabiner and B. Juang Fundamentals of Speech Recognition. Englewood Cliffs New Jersey USA: Prentice Hall 1993.
10. P. Ramesh and J. G. Wilpon "Modeling state durations in hidden Markov models for automatic speech recognition " in Proc. IEEE Int'l Conference on Acoustics Speech and Signal Processing 1992.
11. J. M. Rehg M. Loughlin and K. Waters "Vision for a smart kiosk " in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (St. Juan PR) 1997.
12. J. M. Rehg K. P. Murphy and P. W. Feiguth "Visionbased speaker detection using b ayesian networks," in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (Ft. Collins CO) 1999.
13. H. Rowley S. Baluja and T. Kanade "Neural network-based face detection " in Proc. IEEE Conf. on Computer Vision and Pattern Recognition pp. 203-208 1996.
14. R. E. Schapire "A biref introduction to boosting " in Proc. Int'l Joint Conference on Artificial Intelligence (Stockholm Sweden) 1999.
15. J. Yang and A. Waibel "A real-time face tracker " in Proc. of 3rd Workshop on Appl. of Comp. Vision (Sarasota FL) pp. 142-147 1996.