Detection and tracking of vehicles based on hidden Markov measure field model

Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University

Volumn 42, Issue 2, 2008, Pages 270-273

  He, Yi ^a   Yang, Xin ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Hidden Markov measure field; Monocular camera calibration; Vehicle detection; Vehicle tracking

Indexed keywords

HIDDEN MARKOV MODELS; MOTION PICTURES; OBJECT RECOGNITION; TRACKING (POSITION); VEHICLES;

HIDDEN MARKOV MEASURE FIELD; MONOCULAR CAMERA CALIBRATION; VEHICLE DETECTION; VEHICLE TRACKING;

COMPUTER VISION;

EID: 41649095570     PISSN: 10062467     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (9)

1. MAO Yan-fen, SHI Peng-fei. A multimodal nonparametric background model for moving object detection[J]. Journal of Shanghai Jiaotong University, 2005, 39(sup): 134-137.
2. Besag J. Spatial interaction and the statistical analysis of lattice systems[J]. Journal of the Royal Statistical Society, Series B, 1974, 36(2): 192-236.
3. Geman D, Geman S. Stochastic relaxation, gibbs distribution and the Bayesian restoration of images[J]. IEEE Trans on Pattern Analysis and Machine Intelligence, 1984, 6(6): 721-741.
4. Li S Z. Markov random field modeling in image analysis[M]. Tokyo: Springer, 2001.
5. Dempster A P, Larid N M, Bubin O B. Maximum likelihood form incomplete data via EM algorithm[J]. Journal of the Royal Statistical Society, Series B, 1977, 39(1): 1-38.
6. Jalobeanu A, Feraud L B, Zerubia J. Hyperparameter estimation for satellite image restoration using an MCMC maximum-likelihood method[J]. Pattern Recognition, 2002, 35(2): 341-352.
7. Vasconcelos N, Lippman A. Empirical Bayes motion segmentation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2001, 23(2): 217-221.
8. Zhang Y, Brady M, Smith S. Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm[J]. IEEE Trans on Medical Imaging, 2001, 20(1): 45-57.
9. Marroquin J L, Santana E A, Botello S. Hidden Markov measure Held models for image segmentation[J]. IEEE Trans on Pattern Analysis and Machine Intelligence, 2003, 25(11): 1380-1387.