Particle tracking in fluorescent microscopy images improved by morphological source separation

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2009, Pages 821-824

  Chenouard, Nicolas ^a   Bloch, Isabelle ^b   Olivo Marin, Jean Christophe ^a  

^a CNRS   (France)

^b INSTITUT TELECOM   (France)

Author keywords

[No Author keywords available]

Indexed keywords

AGGLOMERATION; FLUORESCENCE; FLUORESCENCE MICROSCOPY; IMAGE PROCESSING; IMAGING SYSTEMS; SIGNAL ANALYSIS;

BIOLOGICAL PROCESS; BIOLOGICAL STRUCTURES; CELLULAR COMPARTMENTS; DYNAMIC BACKGROUND; FLUORESCENT MICROSCOPY; IMAGE MODELS; NEW TOOLS; PARTICLE DETECTION; PARTICLE TRACKING; SIGNAL OF INTERESTS; SOURCE SEPARATION; TRACKING ALGORITHM;

TRACKING (POSITION);

EID: 77951966269     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2009.5414477     Document Type: Conference Paper

References (15)

1. J.-C. Olivo-Marin, "Extraction of spots in biological images using multiscale products," Pattern Recognition, vol. 35, no. 9, pp. 1989-1996, 2002.
2. D. Thomann, D.R. Rines, P.K. Sorger, and G. Danuser, "Automatic fluorescent tag detection in 3D with super-resolution: application to the analysis of chromosome movement," Journal of Microscopy, vol. 208, no. 1, pp. 49-64, October 2002.
3. I. Smal, M. Loog, W.J. Niessen, and E. Meijering, "Quantitative comparison of spot detection methods in live-cell fluorescence microscopy imaging," in IEEE International Symposium on Biomedical Imaging, June 2009.
4. A. Genovesio, T. Liedl, V. Emiliani, W.J. Parak, M. Coppey-Moisan, and J.-C. Olivo-Marin, "Multiple particle tracking in 3D+T microscopy: methods and application to the tracking of endocytosed quantum dots," IEEE Transactions on Image Processing, vol. 15, no. 5, pp. 1062-1070, 2006.
5. I. Smal, E. Meijering, K. Draegestein, N. Galjart, I. Grigoriev, A. Akhmanova, M. E. van Royen, A. B. Houtsmuller, and W.J. Niessen, "Multiple object tracking in molecular bioimaging by raoblackwellized marginal particle filtering," Medical Image Analysis, vol. 12, no. 6, pp. 764-777, 2008.
6. N. Chenouard, I. Bloch, and J.-C. Olivo-Marin, "Multiple hypothesis tracking in microscopy images," IEEE International Symposium on Biomedical Imaging, pp. 1346-1349, June 2009.
7. N. Chenouard, I. Bloch, and J.C. Olivo-Marin, "Feature-aided particle tracking," in Proceedings of the IEEE International Conference on Image Processing, San Diego, Oct. 2008, IEEE.
8. J.-L. Starck, M. Elad, and D.L. Donoho, "Redundant multiscale transforms and their application for morphological component analysis," Advances in Imaging and Electron Physics, vol. 132, 2004.
9. J.-F. Cardoso, "Blind signal separation: statistical principles," Proceedings of the IEEE, vol. 86, no. 10, pp. 2009-2025, 1998.
10. J.-L. Starck, J. Fadili, and F. Murtagh, "The undecimated wavelet decomposition and its reconstruction," IEEE Transactions on Image Processing, vol. 16, no. 2, pp. 297-309, Feb. 2007.
11. E. T. Jaynes, Probability Theory: The Logic of Science, Cambridge University Press, April 2003.
12. B. Zhang, J. Zerubia, and J.-C. Olivo-Marin, "Gaussian approximations of fluorescence microscope point-spread function models," Applied Optics, vol. 46, no. 10, pp. 1819-1829, Apr. 2007.
13. J.-L. Starck, F. Murtagh, and A. Bijaoui, Image processing and data analysis: the multiscale approach, Cambridge University Press, 2000.
14. E. J. Candes, L. Demanet, D. L. Donoho, and L. Ying, "Fast discrete curvelet transforms," SIAM Journal on Multiscale Modeling and Simulation, vol. 3, pp. 861 - 899, 2006.
15. H. A. P. Blom and Y. Bar-Shalom, "The interacting multiple model algorithm for systems with markovian switching coefficients," IEEE Transactions on Automatic Control, vol. 33, no. 8, pp. 780-783, August 1988.