MAP-MRF cloud detection based on PHD filtering

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn , Issue , 2011, Pages 3221-3224

  Addesso, Paolo ^a   Conte, Roberto ^a   Longo, Maurizio ^a   Restaino, Rocco ^a   Vivone, Gemine ^a  

^a UNIVERSITY OF SALERNO   (Italy)

Author keywords

Clouds; Markov Random Fields; Maximum A Posteriori estimation; Multi Target Tracking; Random Sets

Indexed keywords

CLOUD DETECTION; CLOUD DETECTION ALGORITHMS; FINITE SET STATISTICS; MARKOV RANDOM FIELDS; MAXIMUM A POSTERIORI; MAXIMUM A POSTERIORI ESTIMATION; MULTI-TARGET TRACKING; RANDOM SET; TEMPORAL CORRELATIONS;

CLOUDS; GEOLOGY; IMAGE SEGMENTATION; REMOTE SENSING; SET THEORY; STRUCTURAL FRAMES;

TARGET TRACKING;

EID: 80955123719     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2011.6049905     Document Type: Conference Paper

References (9)

1. C. Papin, P. Bouthemy, and G. Rochard, "Unsupervised segmentation of low clouds from infrared meteosat images based on a contextual spatio-temporal labeling approach,"IEEE Trans. Geosci. Remote Sens., vol. 40, no. 1, pp. 104-114, Jan 1993.
2. H.L. Van Trees, Detection, Estimation and Modulation Theory, Part I. Detection, Estimation and Linear Modulation Theory, John Wiley & Sons, 2001.
3. S.Z. Li, Markov Random Field Modeling in Image Analysis, 3rd Ed., Springer, 2009.
4. R. Mahler, "Random set theory for multisource- multitarget information fusion," in Handbook of Multisensor Data Fusion, 2nd Ed., M.E. Liggins, D.L. Hall, and J. Llinas, Eds., pp. 369-410. CRC Press, 2009.
5. B. Vo, S. Singh, and A. Doucet, "Sequential monte carlo methods for multi-target filtering with random finite sets,"IEEE Trans. Aerosp. Navig. Electron., vol. 41, pp. 1224-1245, Oct 2005. (Pubitemid 43033914)
6. J. Marcello, F. Eugenio, and F. Marques, "Cloud motion estimation in seviri image sequences," in Proc. of IEEE Geoscience and Remote Sensing Symposium (IGARSS), 2009, vol. 3, pp. 642-645.
7. R. Stolkin, M. Hodgetts, A. Greig, and J. Gilby, "Extended markov random fields for predictive image segmentation,"in WSPC - Proceedings, 2006.
8. P. Addesso, R. Conte, M. Longo, R. Restaino, and G. Vivone, "A computationally efficient method for sequential map-mrf cloud detection," in Computational Science and Its Applications - ICCSA 2010. vol. 6783 of Lecture Notes in Computer Science, Springer, in print.
9. R.O. Duda, P.E. Hart, and D.G. Stork, Pattern Classification, 2nd Edition, Wiley, 2000.