Nicolas Vandenbroucke

Professeur à l'Université du Littoral Côte d'Opale (ULCO) Laboratoire d’Informatique Signal et Image de la Côte d’Opale (LISIC) Directeur adjoint de l'Ecole d'Ingénieurs du du Littoral Côte d'Opale (EILCO)
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Documents

Publications

Publications

A lightweight spatial and spectral CNN model for classifying floating marine plastic debris using hyperspectral images

Adam El Bergui , Alice Porebski , Nicolas Vandenbroucke
Marine Pollution Bulletin, 2025, 216, pp.117965. ⟨10.1016/j.marpolbul.2025.117965⟩
Article dans une revue hal-05074113 v1
Image document

A New Remote Hyperspectral Imaging System Embedded on an Unmanned Aquatic Drone for the Detection and Identification of Floating Plastic Litter Using Machine Learning

Ahed Alboody , Nicolas Vandenbroucke , Alice Porebski , Rosa Sawan , Florence Viudes et al.
Remote Sensing, 2023, 15 (14), pp.3455. ⟨10.3390/rs15143455⟩
Article dans une revue hal-04157245 v1
Image document

Oligoclonal Band Straightening Based on Optimized Hierarchical Warping for Multiple Sclerosis Diagnosis

Farah Haddad , Samuel Boudet , Laurent Peyrodie , Nicolas Vandenbroucke , Julien Poupart et al.
Sensors, 2022, 22 (3), pp.724. ⟨10.3390/s22030724⟩
Article dans une revue hal-03533749 v1
Image document

Comparison of color imaging vs. hyperspectral imaging for texture classification

Alice Porebski , Mohamed Alimoussa , Nicolas Vandenbroucke
Pattern Recognition Letters, 2022, 161, pp.115-121. ⟨10.1016/j.patrec.2022.08.001⟩
Article dans une revue hal-03766412 v1
Image document

Compact Hybrid Multi-Color Space Descriptor Using Clustering-Based Feature Selection for Texture Classification

Mohamed Alimoussa , Alice Porebski , Nicolas Vandenbroucke , Sanaa El Fkihi , Rachid Oulad Haj Thami
Journal of Imaging, 2022, 8 (8), pp.217. ⟨10.3390/jimaging8080217⟩
Article dans une revue hal-03766407 v1

Toward an automatic tool for oligoclonal band detection in cerebrospinal fluid and tears for multiple sclerosis diagnosis: lane segmentation based on a ribbon univariate open active contour

Farah Haddad , Samuel Boudet , Laurent Peyrodie , Nicolas Vandenbroucke , Patrick Hautecoeur et al.
Medical and Biological Engineering and Computing, 2020, 58 (5), pp.967-976. ⟨10.1007/s11517-020-02141-9⟩
Article dans une revue hal-03110487 v1

Combination of LBP Bin and Histogram Selections for Color Texture Classification

Alice Porebski , Vinh Truong Hoang , Nicolas Vandenbroucke , Denis Hamad
Journal of Imaging, 2020, 6 (6), pp.53. ⟨10.3390/jimaging6060053⟩
Article dans une revue hal-03031173 v1

Multi-color space local binary pattern-based feature selection for texture classification

Alice Porebski , Vinh Truong Hoang , Denis Hamad , Nicolas Vandenbroucke
Journal of Electronic Imaging, 2018, 27 (1), pp.011010. ⟨10.1117/1.JEI.27.1.011010⟩
Article dans une revue hal-03032039 v1

Unsupervised Local Binary Pattern Histogram Selection Scores for Color Texture Classification

Mariam Kalakech , Alice Porebski , Nicolas Vandenbroucke , Denis Hamad
Journal of Imaging, 2018, 4 (10), pp.112. ⟨10.3390/jimaging4100112⟩
Article dans une revue hal-03031171 v1

Unsupervised color-image segmentation by multicolor space iterative pixel classification

Nicolas Vandenbroucke , Laurent Busin , Ludovic Macaire
Journal of Electronic Imaging, 2015, 24 (2), pp.023032. ⟨10.1117/1.JEI.24.2.023032⟩
Article dans une revue hal-01145224 v1
Image document

A new benchmark image test suite for evaluating color texture classification schemes

Alice Porebski , Nicolas Vandenbroucke , Ludovic Macaire , Denis Hamad
Multimedia Tools and Applications, 2014, 70 (1), pp.543-556. ⟨10.1007/s11042-013-1418-8⟩
Article dans une revue hal-00794488 v1

Color texture analysis using CFA chromatic co-occurrence matrices

Olivier Losson , Alice Porebski , Nicolas Vandenbroucke , Ludovic Macaire
Computer Vision and Image Understanding, 2013, 117 (7), pp.747-763. ⟨10.1016/j.cviu.2013.03.001⟩
Article dans une revue istex hal-00799371 v1

Contribution of a color space selection to a flaw detection vision system

Laurent Busin , Nicolas Vandenbroucke , Ludovic Ludovic.Macaire@univ-Lille1.Fr Macaire
Journal of Electronic Imaging, 2013, 22 (3), pp.033016. ⟨10.1117/1.JEI.22.3.033016⟩
Article dans une revue hal-00852567 v1

Supervised texture classification: color space or texture feature selection?

Alice Porebski , Nicolas Vandenbroucke , Ludovic Macaire
Pattern Analysis and Applications, 2012, ⟨10.1007/s10044-012-0291-9⟩
Article dans une revue istex hal-00732490 v1

Color spaces and image segmentation

Laurent Busin , Nicolas Vandenbroucke , Ludovic Macaire
Advances in Imaging and Electron Physics, 2008, 151, pp.65-168. ⟨10.1016/S1076-5670(07)00402-8⟩
Article dans une revue hal-00732488 v1

Color image segmentation by analysis of subset connectedness and color homogeneity properties

Ludovic Macaire , Nicolas Vandenbroucke , Jack-Gérard Postaire
Computer Vision and Image Understanding, 2006, 102 (1), pp.105--116. ⟨10.1016/j.cviu.2005.12.001⟩
Article dans une revue istex hal-01937691 v1

Colour space selection for unsupervised colour image segmentation by analysis of connectedness properties

Laurent Busin , Nicolas Vandenbroucke , Ludovic Macaire , Jack-Gérard Postaire
International Journal of Robotics and Automation, 2005, 20 (2), pp.70--77. ⟨10.2316/Journal.206.2005.2.206-2782⟩
Article dans une revue hal-01937695 v1

Segmentation d'images par classification spatio-colorimétrique des pixels

Ludovic Macaire , Nicolas Vandenbroucke , Jack-Gérard Postaire
Traitement du Signal, 2004
Article dans une revue hal-01937698 v1

Color image segmentation by pixel classification in an adapted hybrid color space. Application to soccer image analysis

Nicolas Vandenbroucke , Ludovic Macaire , Jack-Gérard Postaire
Computer Vision and Image Understanding, 2003, 90 (2), pp.190--216. ⟨10.1016/S1077-3142(03)00025-0⟩
Article dans une revue istex hal-01937703 v1

An Order and Difference Local Binary Pattern for Hyperspectral Texture Classification

Adam El Bergui , Alice Porebski , Nicolas Vandenbroucke
Twelfth International Conference on Image Processing Theory, Tools and Applications (IPTA 2023), Oct 2023, Paris, France. ⟨10.1109/IPTA59101.2023.10320002⟩
Communication dans un congrès hal-04350126 v1

Clustering-based Sequential Feature Selection Approach for High Dimensional Data Classification

Mohamed Alimoussa , Alice Porebski , Nicolas Vandenbroucke , Rachid Oulad Haj Thami , Sanaa El Fkihi
16th International Conference on Computer Vision Theory and Applications (VISAPP), Feb 2021, Online Streaming, France. pp.122-132, ⟨10.5220/0010259501220132⟩
Communication dans un congrès hal-03145466 v1

Multi Color Channel vs. Multi Spectral Band Representations for Texture Classification

Nicolas Vandenbroucke , Alice Porebski
25 th International Conference on Pattern Recognition, ICPR 2021, Jan 2021, (Virtual) Milano, Italy. pp.310-324, ⟨10.1007/978-3-030-68790-8_25⟩
Communication dans un congrès hal-03150845 v1
Image document

Compact Color Texture Representation by Feature Selection in Multiple Color Spaces

M. Alimoussa , Nicolas Vandenbroucke , Alice Porebski , R. Thami , S. El Fkihi et al.
VISAPP 2019 : 14th International Conference on Computer Vision Theory and Applications, Feb 2019, Prague, Czech Republic. pp.436-443, ⟨10.5220/0007578704360443⟩
Communication dans un congrès hal-03031984 v1

LBP parameter tuning for texture analysis of lace images

Vinh Truong Hoang , Alice Porebski , Nicolas Vandenbroucke , Denis Hamad
2016 International Image Processing, Applications and Systems (IPAS), Nov 2016, SFAX, Tunisia. pp.1-6, ⟨10.1109/IPAS.2016.7880063⟩
Communication dans un congrès hal-03031140 v1

LBP Histogram Selection based on Sparse Representation for Color Texture Classification

Vinh Truong Hoang , Alice Porebski , Nicolas Vandenbroucke , Denis Hamad
VISAPP 2017 : 12th International Conference on Computer Vision Theory and Applications, Feb 2017, Porto, Portugal. pp.476-483, ⟨10.5220/0006128204760483⟩
Communication dans un congrès hal-03032041 v1

A new LBP histogram selection score for color texture classification

Mariam Kalakech , Alice Porebski , Nicolas Vandenbroucke , Denis Hamad
2015 International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2015, Orleans, France. pp.242-247, ⟨10.1109/IPTA.2015.7367138⟩
Communication dans un congrès hal-03031129 v1

A fast embedded selection approach for color texture classification using degraded LBP

Alice Porebski , Nicolas Vandenbroucke , Denis Hamad
2015 International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2015, Orleans, France. pp.254-259, ⟨10.1109/IPTA.2015.7367140⟩
Communication dans un congrès hal-03031132 v1
Image document

Texture analysis of lace images using histogram and local binary patterns under rotation variation

Wael Ben Soltana , Alice Porebski , Nicolas Vandenbroucke , Adeel Ahmad , Denis Hamad
1st International Image Processing, Applications and Systems conference (IEEE-IPAS'14), Nov 2014, Sfax, Tunisia. pp.1-6, ⟨10.1109/IPAS.2014.7043325⟩
Communication dans un congrès hal-03108753 v1
Image document

Contribution des descripteurs de texture LBP à la classification d'images de dentelles

Wael Bensoltana , Alice Porebski , Nicolas Vandenbroucke , Adeel Ahmad , Denis Hamad
17ème édition du colloque CORESA (Compression et Représentation des Signaux Audiovisuels), Image, Groupement de recherche Informatique géométrique et graphique, réalité virtuelle et visualisation (GdR IG-RV), Centre de Recherche en Sciences et Technologies de l'Information et de la Communication (CReSTIC); Maison de la Simulation (MaSCA) de l'Université de Reims Champagne-Ardenne, Nov 2014, Reims, France
Communication dans un congrès hal-03108745 v1

LBP histogram selection for supervised color texture classification

Alice Porebski , Nicolas Vandenbroucke , Denis Hamad
2013 20th IEEE International Conference on Image Processing (ICIP), Sep 2013, Melbourne, France. pp.3239-3243, ⟨10.1109/ICIP.2013.6738667⟩
Communication dans un congrès hal-03031120 v1

Comparison of feature selection schemes for color texture classification

Alice Porebski , Nicolas Vandenbroucke , Ludovic Macaire
Proceedings of the International Workshops on Image Processing Theory, Tools and Applications (IEEE-IPTA'10), Sep 2010, Orléans, France. pp.32-37, ⟨10.1109/IPTA.2010.5586760⟩
Communication dans un congrès hal-00732801 v1
Image document

A multi color space approach for texture classification: experiments with outex, vistex and barktex image databases

Alice Porebski , Nicolas Vandenbroucke , Ludovic Macaire
5th European Conference on Colour in Graphics, Imaging, and Vision and 12th International Symposium on Multispectral Colour Science 2010 (CGIV 2010/MCS'10), Jun 2010, Joensuu, Finland. pp.314-319
Communication dans un congrès hal-00732796 v1

Selection of color texture features from reduced size chromatic co-occurrence matrices

Alice Porebski , Nicolas Vandenbroucke , Ludovic Macaire
IEEE International Conference on Signal and Image Processing Applications (ICSIPA'09), Sep 2009, unknown, Malaysia. pp.273 - 278, ⟨10.1109/ICSIPA.2009.5478602⟩
Communication dans un congrès hal-00732826 v1

Color space selection for color image segmentation by spectral clustering

Laurent Busin , Jiambo Shi , Nicolas Vandenbroucke , Ludovic Macaire
IEEE International Conference on Signal and Image Processing Applications (ICSIPA'09), Nov 2009, unknown, Malaysia. pp.262 - 267, ⟨10.1109/ICSIPA.2009.5478603⟩
Communication dans un congrès hal-00732828 v1

Neighborhood and Haralick feature extraction for color texture analysis

Alice Porebski , Nicolas Vandenbroucke , Ludovic Macaire
Conference on Colour in Graphics, Imaging, and Vision, 2008, Unknown, Unknown Region. pp.316--321
Communication dans un congrès hal-01937687 v1

Haralick feature extraction from LBP images for color texture classification

Alice Porebski , Nicolas Vandenbroucke , Ludovic Macaire
Image Processing Theory, Tools and Applications, 2008. IEEE IPTA 2008. First Workshops On, 2008, Unknown, Unknown Region. pp.1--8, ⟨10.1109/IPTA.2008.4743780⟩
Communication dans un congrès hal-01937686 v1

Flaw detection on decorated glasses by color image processing

L Busin , N Vandenbroucke , Ludovic Macaire , J-G Postaire , P Tahon
Eighth International Conference on Quality Control by Artificial Vision, 2007, Unknown, Unknown Region. pp.63560F, ⟨10.1117/12.736737⟩
Communication dans un congrès hal-01937689 v1
Image document

Iterative Feature Selection for Color Texture Classification

Alice Porebski , Nicolas Vandenbroucke , Ludovic Macaire
2007 IEEE International Conference on Image Processing, Sep 2007, San Antonio, United States. pp.III - 509-III - 512, ⟨10.1109/ICIP.2007.4379358⟩
Communication dans un congrès hal-03031114 v1

Scale space filter based on homogeneity degree for color image segmentation

Laurent Busin , Nicolas Vandenbroucke , Ludovic Macaire , J-G Postaire
Conference on Colour in Graphics, Imaging, and Vision, 2006, Unknown, Unknown Region. pp.12--17
Communication dans un congrès hal-01937690 v1

Color space selection for unsupervised color image segmentation by analysis of connectedness properties

Laurent Busin , Nicolas Vandenbroucke , Ludovic Macaire , Jack-Gérard Postaire
1st International Conference on Complex Systems Intelligence and Modern Technological Applications (CSIMTA’04), Sep 2004, Cherbourg, France
Communication dans un congrès hal-03639388 v1

Color space selection for unsupervised color image segmentation by histogram multi-thresholding

Laurent Busin , Nicolas Vandenbroucke , Ludovic Macaire , Jack-Gérard Postaire
2004 International Conference on Image Processing (ICIP 2004), Oct 2004, Singapour, Singapore. pp.203--206, ⟨10.1109/ICIP.2004.1418725⟩
Communication dans un congrès hal-01937696 v1

Color systems coding for color image processing

Nicolas Vandenbroucke , Ludovic Macaire , Jack-Gérard Postaire
International Conference on Color in Graphics and Image Processing, 2000, Unknown, Unknown Region. pp.180--185
Communication dans un congrès hal-01937712 v1

Unsupervised color texture feature extraction and selection for soccer image segmentation

Nicolas Vandenbroucke , Ludovic Macaire , J-G Postaire
Image Processing, 2000. Proceedings. 2000 International IEEE Conference on, 2000, Unknown, Unknown Region. pp.800--803, ⟨10.1109/ICIP.2000.899830⟩
Communication dans un congrès hal-01937713 v1

Color image segmentation by supervised pixel classification in a color texture feature space. Application to soccer image segmentation

Nicolas Vandenbroucke , Ludovic Macaire , J-G Postaire
Pattern Recognition, 2000. Proceedings. 15th International IEEE Conference on, 2000, Unknown, Unknown Region. pp.621--624, ⟨10.1109/ICPR.2000.903622⟩
Communication dans un congrès hal-01937714 v1

Color pixels classification in an hybrid color space

Nicolas Vandenbroucke , Ludovic Macaire , J-G Postaire
Image Processing, 1998. ICIP 98. Proceedings. 1998 International IEEE Conference on, 1998, Unknown, Unknown Region. pp.176--180, ⟨10.1109/ICIP.1998.723452⟩
Communication dans un congrès hal-01937722 v1

Soccer player recognition by pixel classification in a hybrid color space

Nicolas Vandenbroucke , Ludovic Macaire , Jack-Gerard Postaire
Algorithms for Multispectral and Hyperspectral Imagery III, 1997, Unknown, Unknown Region. pp.23--34, ⟨10.1117/12.280606⟩
Communication dans un congrès hal-01937726 v1

Contribution of a color classification to soccer players tracking with snakes

Nicolas Vandenbroucke , Ludovic Macaire , Christophe Vieren , J-G Postaire
Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on, 1997, Unknown, Unknown Region. pp.3660--3665, ⟨10.1109/ICSMC.1997.633237⟩
Communication dans un congrès hal-01937727 v1
Image document

Benchmark dataset and classification of marine plastic waste acquired by a remote hyperspectral imaging system embedded on an aquatic drone.

Adam El Bergui , Florian Sellier , Alice Porebski , Nicolas Vandenbroucke , Périne Doyen et al.
5th Edition of the International Conference MICRO 2024, Sep 2024, Lanzarote Canary Islands, Spain.
Poster de conférence hal-04978174 v1
Image document

Evaluation of two automatic image-processing approaches for oligoclonal band detection: an expert system and a deep learning model

Farah Haddad , Samuel Boudet , Laurent Peyrodie , Nicolas Vandenbroucke , Julien Poupart et al.
38th Congress of the European Committee for Treatment and Research in Multiple Sclerosis – ECTRIMS 2022, Oct 2022, Amsterdam, Netherlands. Multiple Sclerosis Journal, 28 (3S), pp.130-691, 2022, ⟨10.1177/13524585221123687⟩
Poster de conférence hal-03981544 v1

A Feature Clustering-Based Sequential Selection Approach for Color Texture Classification

Mohamed Alimoussa , Alice Porebski , Nicolas Vandenbroucke , Rachid Oulad Haj Thami , Sanaa El Fkihi
International Conference on Machine Learning Methods for Computer Vision Applications (ICMLMCVA 2020), Dec 2020, Amsterdam, Netherlands
Poster de conférence hal-03157257 v1

Color Texture Attributes

Nicolas Vandenbroucke , Olivier Alata , Christèle Lecomte , Alice Porebski , Imtnan-Ul-Haque Qazi
Fernandez-Maloigne, Christine;; Robert-Inacio, frédérique;; Macaire, Ludovic;. Digital Color Imaging, ISTE; J. Wiley, pp.193-240, 2012, 9781848213470
Chapitre d'ouvrage hal-00767465 v1