Head tracking by means of probabilistic neural networks

Measurement Science and Technology

Volumn 18, Issue 7, 2007, Pages 1999-2004

  Hao, Wang ^a   Zhang, Bo ^a   Tian, Weifeng ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Image cue fusion; Image sequence; PNN; Probabilistic neural networks; Tracking

Indexed keywords

ALGORITHMS; PROBABILITY; SENSOR DATA FUSION; TRACKING (POSITION);

IMAGE CUE FUSION; IMAGE SEQUENCE; PROBABILISTIC NEURAL NETWORKS;

NEURAL NETWORKS;

ALGORITHMS; NEURAL NETWORKS; PROBABILITY; SENSOR DATA FUSION; TRACKING (POSITION);

EID: 34250752214     PISSN: 09570233     EISSN: 13616501     Source Type: Journal    
DOI: 10.1088/0957-0233/18/7/028     Document Type: Article

References (23)

1. Pérez P, Hue C, Vermaak J and Gangnet M 2002 Colour- based probabilistic tracking 7th European Conf. on Computer Vision (Copenhagen, Denmark) (Lecture Notes in Computer Science vol 2350) (New York: Springer) pp 661-75
2. Han B, Yang C, Duraiswami R and Davis L 2005 Bayesian filtering and integral image for visual tracking Special session of Real-Time Object Tracking: Algorithms and Evaluation in Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS) (Montreux, Switzerland)
3. Zhang B, Tian W and Jin Z 2006 Head tracking based on the integration of two different particle filters Meas. Sci. Technol. 17 2877-83
4. Black M J 1994 Recursive non-linear estimation of discontinuous flow fields Proc. 3rd European Conf. on Computer Vision pp 138-45
5. Nummiaro K, Koller-Meier E B and Van Gool L 2003 An adaptive colour-based particle filter Image Vis. Comput. 21 99-110
6. Isard M A 1998 Visual motion analysis by probabilistic propagation of conditional density PhD Thesis University of Oxford
7. MacCormick J 2000 Probabilistic modeling and stochastic algorithms for visual localization and tracking PhD Thesis University of Oxford
8. Patrick P, Jaco V and Andrew B 2004 Data fusion for visual tracking with particles Proc. IEEE (issue on state estimation) vol 92 pp 495-13
9. Peihua Li and Chaumette F 2004 Image cues fusion for contour tracking based on particle filter Int. Workshop on Articulated Motion and Deformable Objects (Lecture Notes in Computer Science, Spain) pp 99-107
10. Shen C, van den Hengel A and Dick A 2003 Probabilistic multiple cue integration for particle filter based tracking Proc. Digital Image Computing: Techniques and Applications (Sydney, Australia) pp 399-408
11. Triesch J and von der Malsburg C 2001 Democratic integration: self-organized integration of adaptive cues Neural Comput. 13 2049-74
12. Spengler M and Schiele B 2003 Toward robust multi-cue integration for visual tracking Mach. Vis. Appl. 14 50-8
13. Chen S, Cowan C F N and Grant P M 1991 Orthogonal least squares learning algorithm for radial basis function networks IEEE Trans. Neural Netw. 2 302-9
14. Yang F and Paindavoine M 2003 Implementation of an RBF neural network on embedded systems real-time face tracking and identity verification IEEE Trans. Neural Netw. 14 1162-75
15. Guo L and Huang D-S 2003 Human face recognition based on radial basis probabilistic neural network Proc. Int. Joint Conf. on Neural Networks vol 3 pp 2208-11
16. Er M J, Wu S, Lu J and Toh H 2002 Face recognition with radial basis function (RBF) neural networks IEEE Trans. Neural Netw. 13 697-710
17. Er J M, Chen W and Wu S 2005 High-speed face recognition based on discrete cosine transform and RBF neural networks IEEE Trans. Neural Netw. 16 679-91
18. Wasserman P D 1993 Advanced Methods in Neural Computing (New York: Van Nostrand Reinhold) pp 35-55
19. Birchfield S 1997 An elliptical head tracker 31st Asilomar Conf. on Signals, Systems, and Computers vol 2 pp 1710-4
20. Birchfield S 1998 Elliptical head tracking using intensity gradients and colour histograms Computer Vision and Pattern Recognition, 1998 IEEE Computer Society Conf. (23-25 June) pp 232-37
21. Hagan M T, Demuch B H and Beale M 1996 Neural Network Design (USA: PWS Publishing Company) chapter 13-14
22. Wu Y and Huang T S 2002 Nonstationary colour tracking for vision-based human-computer interaction IEEE Trans. Neural Netw. 13 948-60
23. Zhou S K, Chellappa R and Moghaddam B 2004 Visual tracking and recognition using appearance-adaptive models in particle filters IEEE Trans. Image Process. 13 1491-506