Dr. Marc Sigelle Profile

Dr. Marc Sigelle

at Ecole Nationale Supérieure des Télécommunications

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Author

Publications (14)

Proceedings Article | 26 October 2016 Presentation + Paper

Building block extraction and classification by means of Markov random fields using aerial imagery and LiDAR data

E. Bratsolis, M. Sigelle, E. Charou

Proceedings Volume 10008, 100080Q (2016) https://doi.org/10.1117/12.2254825

KEYWORDS: LIDAR, Image classification, Airborne remote sensing, RGB color model, Orthophoto maps, Data acquisition, Spatial resolution, 3D modeling, Magnetorheological finishing, Neural networks

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Proceedings Article | 19 January 2009 Paper

Combination of dynamic Bayesian network classifiers for the recognition of degraded characters

Laurence Likforman-Sulem, Marc Sigelle

Proceedings Volume 7247, 72470H (2009) https://doi.org/10.1117/12.805471

KEYWORDS: Autoregressive models, Matrices, Expectation maximization algorithms, Performance modeling, Data modeling, Databases, Electronic imaging, Current controlled current source, Switching, MATLAB

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Proceedings Article | 28 February 2007 Paper

The use of levelable regularization functions for MRF restoration of SAR images while preserving reflectivity

Jérôme Darbon, Marc Sigelle, Florence Tupin

Proceedings Volume 6498, 64980T (2007) https://doi.org/10.1117/12.698183

KEYWORDS: Magnetorheological finishing, Synthetic aperture radar, Reflectivity, Speckle, Data modeling, Denoising, Image denoising, Visualization, Mathematics, Analytical research

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Proceedings Article | 29 January 2007 Paper

Recognition of degraded handwritten digits using dynamic Bayesian networks

Laurence Likforman-Sulem, Marc Sigelle

Proceedings Volume 6500, 65000G (2007) https://doi.org/10.1117/12.702791

KEYWORDS: Autoregressive models, Databases, Optical character recognition, Statistical modeling, Computer architecture, Data fusion, Data modeling, Performance modeling, Computer programming, Berkelium

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Proceedings Article | 5 February 2004 Paper

Mean field relaxation and SAR image segmentation

Emmanuel Bratsolis, Marc Sigelle

Proceedings Volume 5238, (2004) https://doi.org/10.1117/12.510733

KEYWORDS: Image segmentation, Synthetic aperture radar, Speckle, Image processing, Magnetism, Berkelium, Target detection, Algorithms, Annealing, Coherence imaging

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Proceedings Article | 13 March 2003 Paper

Generalized Gaussian model for SAR image restoration

Emmanuel Bratsolis, Marc Sigelle

Proceedings Volume 4885, (2003) https://doi.org/10.1117/12.463102

KEYWORDS: Synthetic aperture radar, Image restoration, Speckle, Digital filtering, Gaussian filters, Image processing, Magnetorheological finishing, Inverse problems, Smoothing, Solids

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Proceedings Article | 23 December 2002 Paper

Fast segmentation method for SAR images

Emmanuel Bratsolis, Marc Sigelle

Proceedings Volume 4792, (2002) https://doi.org/10.1117/12.450351

KEYWORDS: Image segmentation, Synthetic aperture radar, Reflectivity, Speckle, Iterative methods, Image processing algorithms and systems, Optimization (mathematics), Image restoration, Target detection, Image processing

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Proceedings Article | 28 January 2002 Paper

Regularization method preserving photometry for Richardson-Lucy restoration

Emmanuel Bratsolis, Marc Sigelle

Proceedings Volume 4541, (2002) https://doi.org/10.1117/12.454142

KEYWORDS: Point spread functions, Photometry, Image processing, Autoregressive models, Convolution, Astronomy, Interference (communication), Signal processing, Reconstruction algorithms, Remote sensing

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Proceedings Article | 21 December 2000 Paper

Unsupervised classification of radar images based on hidden Markov models and generalized mixture estimation

Roger Fjortoft, Jean-Marc Boucher, Yves Delignon, Rene Garello, Jean-Marc Le Caillec, Henri Maitre, Jean-Marie Nicolas, Wojciech Pieczynski, Marc Sigelle, Florence Tupin

Proceedings Volume 4173, (2000) https://doi.org/10.1117/12.410644

KEYWORDS: Radar, Image classification, Synthetic aperture radar, Reflectivity, Speckle, Stochastic processes, Device simulation, Statistical analysis, Image analysis, Transition metals

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Proceedings Article | 20 November 1998 Paper

Image processing for multitemporal SAR images

Etienne Huot, Jean-Paul Rudant, Nicholas Classeau, B. Flasque, P. Guillope, Isabelle Herlin, Marc Sigelle, W. Stroobants

Proceedings Volume 3497, (1998) https://doi.org/10.1117/12.331352

KEYWORDS: Synthetic aperture radar, Image segmentation, Interferometry, Image processing, Picosecond phenomena, Coastal modeling, Speckle, 3D modeling, Radar, Image restoration

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Proceedings Article | 22 September 1998 Paper

Simultaneous image restoration and hyperparameter estimation by a cumulant analysis

Marc Sigelle

Proceedings Volume 3459, (1998) https://doi.org/10.1117/12.323815

KEYWORDS: Statistical analysis, Image restoration, Stochastic processes, Algorithms, Image processing, Rutherfordium, Data analysis, Image analysis, Signal processing, Phase modulation

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Proceedings Article | 11 August 1995 Paper

Hierarchical Markov random field models applied to image analysis: a review

Christine Graffigne, Fabrice Heitz, Patrick Perez, Francoise Preteux, Marc Sigelle, Josiane Zerubia

Proceedings Volume 2568, (1995) https://doi.org/10.1117/12.216341

KEYWORDS: Stochastic processes, Image processing, Data modeling, Image analysis, Optimization (mathematics), Mathematical modeling, Magnetorheological finishing, Statistical modeling, Image segmentation, Motion models

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Proceedings Article | 12 May 1995 Paper

Probabilistic fusion of angiographic and echographic images for the 3D reconstruction of vessels

Claire Pellot-Barakat, Isabelle Bloch, Francisco Sureda, Alain Herment, Marc Sigelle, Patrick Horain, Anne Long

Proceedings Volume 2434, (1995) https://doi.org/10.1117/12.208688

KEYWORDS: Angiography, Data acquisition, 3D modeling, Data modeling, X-rays, Image segmentation, Data fusion, Radiography, Fusion energy, Ultrasonics

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Proceedings Article | 23 June 1993 Paper

Markovian approach for 3D reconstruction of vessels from two views

Claire Pellot-Barakat, Alain Herment, Marc Sigelle, Isabelle Bloch

Proceedings Volume 2035, (1993) https://doi.org/10.1117/12.146606

KEYWORDS: 3D modeling, Reconstruction algorithms, Angiography, Medical imaging, Chemical elements, Data acquisition, Data modeling, Binary data, Signal attenuation, Distance measurement

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Showing 5 of 14 publications

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