Prof. Josiane B. Zerubia Profile

Prof. Josiane B. Zerubia

Director of Research at INRIA Sophia Antipolis Méditerranée

SPIE Involvement:

Conference Program Committee | Author

Publications (19)

Proceedings Article | 26 October 2022 Paper

Point process and CNN for small object detection in satellite images

Jules Mabon, Mathias Ortner, Josiane Zerubia

Proceedings Volume 12267, 1226707 (2022) https://doi.org/10.1117/12.2635848

KEYWORDS: Data modeling, Satellites, Satellite imaging, Earth observing sensors, Remote sensing, Visualization, Image resolution, Image processing, Convolutional neural networks

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Proceedings Article | 24 February 2017 Paper

Hyperspectral image processing for detection and grading of skin erythema

Ali Madooei, Ramy Mohammed Abdlaty, Lilian Doerwald-Munoz, Joseph Hayward, Mark Drew, Qiyin Fang, Josiane Zerubia

Proceedings Volume 10133, 1013322 (2017) https://doi.org/10.1117/12.2254132

KEYWORDS: Image processing, Hyperspectral imaging, Skin, RGB color model, Cameras, Imaging systems, Sensors, Visualization, Radiotherapy, Medical imaging

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Proceedings Article | 14 February 2013 Paper

An efficient optimizer for simple point process models

Ahmed Gamal-Eldin, Guillaume Charpiat, Xavier Descombes, Josiane Zerubia

Proceedings Volume 8657, 86570M (2013) https://doi.org/10.1117/12.2009238

KEYWORDS: Process modeling, Optimization (mathematics), Image processing, Model-based design, Algorithms, Neodymium, Stochastic processes, Evolutionary algorithms, Detection and tracking algorithms, Statistical modeling

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Proceedings Article | 10 February 2012 Paper

Multichannel hierarchical image classification using multivariate copulas

Aurélie Voisin, Vladimir Krylov, Gabriele Moser, Sebastiano Serpico, Josiane Zerubia

Proceedings Volume 8296, 82960K (2012) https://doi.org/10.1117/12.917298

KEYWORDS: Image classification, Synthetic aperture radar, Statistical analysis, Data modeling, RGB color model, Fused deposition modeling, Expectation maximization algorithms, Statistical modeling, Remote sensing, Radar

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Proceedings Article | 23 October 2010 Paper

Classification of very high resolution SAR images of urban areas by dictionary-based mixture models, copulas, and Markov random fields using textural features

Aurélie Voisin, Gabriele Moser, Vladimir Krylov, Sebastiano Serpico, Josiane Zerubia

Proceedings Volume 7830, 78300O (2010) https://doi.org/10.1117/12.865023

KEYWORDS: Synthetic aperture radar, Image classification, Expectation maximization algorithms, Image resolution, Feature extraction, Associative arrays, Statistical modeling, Magnetorheological finishing, Statistical analysis, Stochastic processes

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Proceedings Article | 22 October 2010 Paper

Tree crown detection in high resolution optical and lidar images of tropical forest

Jia Zhou, Christophe Proisy, Xavier Descombes, Ihssen Hedhli, Nicolas Barbier, Josiane Zerubia, J. P. Gastellu-Etchegorry, Pierre Couteron

Proceedings Volume 7824, 78240Q (2010) https://doi.org/10.1117/12.865068

KEYWORDS: LIDAR, Earth observing sensors, High resolution satellite images, Image processing, Image resolution, Remote sensing, Sun, Optical resolution, Ecosystems, Sensors

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Proceedings Article | 27 January 2010 Paper

High resolution SAR-image classification by Markov random fields and finite mixtures

Gabriele Moser, Vladimir Krylov, Sebastiano Serpico, Josiane Zerubia

Proceedings Volume 7533, 753308 (2010) https://doi.org/10.1117/12.838594

KEYWORDS: Synthetic aperture radar, Expectation maximization algorithms, Image classification, Algorithm development, Associative arrays, Image resolution, Polarization, Polarimetry, Stochastic processes, Statistical modeling

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Proceedings Article | 27 January 2010 Paper

Extraction of arbitrarily-shaped objects using stochastic multiple birth-and-death dynamics and active contours

Maria Kulikova, Ian Jermyn, Xavier Descombes, Elena Zhizhina, Josiane Zerubia

Proceedings Volume 7533, 753306 (2010) https://doi.org/10.1117/12.839191

KEYWORDS: Stochastic processes, Process modeling, Image processing, Image resolution, Statistical analysis, Image segmentation, Detection and tracking algorithms, Binary data, Data modeling, Annealing

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Proceedings Article | 3 February 2009 Paper

Dictionary-based probability density function estimation for high-resolution SAR data

Vladimir Krylov, Gabriele Moser, Sebastiano Serpico, Josiane Zerubia

Proceedings Volume 7246, 72460S (2009) https://doi.org/10.1117/12.816102

KEYWORDS: Synthetic aperture radar, Associative arrays, Scanning electron microscopy, Data modeling, Image resolution, Expectation maximization algorithms, Algorithm development, Statistical modeling, Stochastic processes, Statistical analysis

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Proceedings Article | 26 February 2008 Paper

Mixing geometric and radiometric features for change classification

Alexandre Fournier, Xavier Descombes, Josiane Zerubia

Proceedings Volume 6814, 681408 (2008) https://doi.org/10.1117/12.777084

KEYWORDS: Detection and tracking algorithms, Image resolution, Target detection, Buildings, Image classification, Principal component analysis, Satellites, Lead, Magnetorheological finishing, Defense and security

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Proceedings Article | 20 September 2007 Paper

Wavelet-based restoration methods: application to 3D confocal microscopy images

Caroline Chaux, Laure Blanc-Féraud, Josiane Zerubia

Proceedings Volume 6701, 67010E (2007) https://doi.org/10.1117/12.731438

KEYWORDS: Wavelets, Denoising, 3D image processing, Point spread functions, Deconvolution, Confocal microscopy, 3D image restoration, Image restoration, Microscopes, Wavelet transforms

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Proceedings Article | 23 February 2006 Paper

A study of Gaussian approximations of fluorescence microscopy PSF models

Bo Zhang, Josiane Zerubia, Jean-Christophe Olivo-Marin

Proceedings Volume 6090, 60900K (2006) https://doi.org/10.1117/12.645650

KEYWORDS: Point spread functions, Microscopy, Luminescence, Confocal microscopy, 3D modeling, Data modeling, Objectives, Data processing, Expectation maximization algorithms, Deconvolution

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Proceedings Article | 10 November 2004 Paper

SAR amplitude probability density function estimation based on a generalized Gaussian scattering model

Gabriele Moser, Josiane Zerubia, Sebastiano Serpico

Proceedings Volume 5573, (2004) https://doi.org/10.1117/12.567853

KEYWORDS: Synthetic aperture radar, Data modeling, Statistical analysis, Statistical modeling, Scattering, Backscatter, Algorithm development, Data processing, Visualization, Process modeling

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Proceedings Article | 13 November 2003 Paper

Natural image modeling using complex wavelets

Andre Jalobeanu, Laure Blanc-Feraud, Josiane Zerubia

Proceedings Volume 5207, (2003) https://doi.org/10.1117/12.507945

KEYWORDS: Wavelets, Wavelet transforms, Continuous wavelet transforms, Denoising, Deconvolution, Image processing, Data modeling, Statistical analysis, Interference (communication), Satellite imaging

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Proceedings Article | 25 June 1999 Paper

Graph-matching model using Gibbsian modeling: application to map/SPOT image road networks for map updating

Xavier Descombes, Christine Hivernat, Sabine Randriamasy, Josiane Zerubia

Proceedings Volume 3816, (1999) https://doi.org/10.1117/12.351309

KEYWORDS: Roads, Image segmentation, Databases, Image processing, Image registration, Data modeling, Feature extraction, Image processing algorithms and systems, Mathematical modeling, Evolutionary algorithms

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Proceedings Article | 22 September 1998 Paper

Hyperparameter estimation of a variational model using a stochastic gradient method

Josiane Zerubia, Laure Blanc-Feraud

Proceedings Volume 3459, (1998) https://doi.org/10.1117/12.323814

KEYWORDS: Image restoration, Stochastic processes, Statistical analysis, Point spread functions, Image analysis, Image deconvolution, Satellite imaging, Satellites, Image processing, Data modeling

Proceedings Article | 26 August 1996 Paper

Data fusion for image classification using a Markov random field model

Christophe Lett, Josiane Zerubia

Proceedings Volume 2785, (1996) https://doi.org/10.1117/12.248559

KEYWORDS: Image classification, RGB color model, Data modeling, Vegetation, Image processing, Stochastic processes, Data fusion, Satellite imaging, Earth observing sensors, Satellites

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Proceedings Article | 26 August 1996 Paper

Auxiliary functions in dynamic programming for smoothed road detection

Nicolas Merlet, Josiane Zerubia

Proceedings Volume 2785, (1996) https://doi.org/10.1117/12.248540

KEYWORDS: Computer programming, Roads, Image storage, Scientific programming, Image resolution, Algorithm development, Silicon, Convolution, Hough transforms, Lead

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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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Showing 5 of 19 publications

Conference Committee Involvement (22)

Artificial Intelligence and Image and Signal Processing for Remote Sensing XXX

16 September 2024 | Edinburgh, United Kingdom

Image and Signal Processing for Remote Sensing XXIX

4 September 2023 | Amsterdam, Netherlands

Image and Signal Processing for Remote Sensing XXVIII

5 September 2022 | Berlin, Germany

Image and Signal Processing for Remote Sensing XXVII

13 September 2021 | Online Only, Spain

Image and Signal Processing for Remote Sensing XXVI

21 September 2020 | Online Only, United Kingdom

Image and Signal Processing for Remote Sensing XXV

9 September 2019 | Strasbourg, France