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Scopus Author ID: 55900264600
SciProfiles: 1103829

Keywords

Color image analysis

Countries

France

Biography

Nicolas Vandenbroucke received his PhD in computer science and control from the University of Lille in 2000 and his "Habitation à Diriger des Recherches" in 2017. Since 2010, he is an associate professor at the University of the Littoral Opal Coast (ULCO). His teaching focuses on machine vision, image processing and automation at the Littoral Opal Coast Engineering School (EIL Côte d’Opale). His research interests include color representation and color image analysis applied to segmentation and classification.

Activities

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Employment (1)

Université du Littoral Cote D'Opale: Dunkerque, FR

2010-09-01 to present
Employment
Source: Self-asserted source
Nicolas Vandenbroucke

Education and qualifications (1)

Ecole d'Ingénieurs du Littoral Côte d'Opale: Calais, Nord-Pas-de-Calais-Picard, FR

2010-09-01 to present
Education
Source: Self-asserted source
Nicolas Vandenbroucke

Works (44)

An Order and Difference Local Binary Pattern for Hyperspectral Texture Classification

2023-10-16 | Conference paper
DOI: 10.1109/IPTA59101.2023.10320002
HAL: hal-04350126
Contributors: Adam El Bergui; Alice Porebski; Nicolas Vandenbroucke
Source: Self-asserted source
Nicolas Vandenbroucke via HAL

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

Remote Sensing
2023-07-08 | Journal article
DOI: 10.3390/rs15143455
Contributors: Ahed Alboody; Nicolas Vandenbroucke; Alice Porebski; Rosa Sawan; Florence Viudes; Perine Doyen; Rachid Amara
Source: check_circle
Crossref
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Preferred source (of 2)‎

Comparison of color imaging vs. hyperspectral imaging for texture classification

Pattern Recognition Letters
2022-09 | Journal article
DOI: 10.1016/j.patrec.2022.08.001
Part of ISSN: 0167-8655
Contributors: Nicolas Vandenbroucke
Source: Self-asserted source
Nicolas Vandenbroucke

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

Journal of Imaging
2022-08-08 | Journal article
DOI: 10.3390/jimaging8080217
Contributors: Mohamed Alimoussa; Alice Porebski; Nicolas Vandenbroucke; Sanaa El Fkihi; Rachid Oulad Haj Thami
Source: check_circle
Crossref
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Preferred source (of 2)‎

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

Sensors
2022-01-18 | Journal article
DOI: 10.3390/s22030724
Contributors: Farah Haddad; Samuel Boudet; Laurent Peyrodie; Nicolas Vandenbroucke; Julien Poupart; Patrick Hautecoeur; Vincent Chieux; Gérard Forzy
Source: check_circle
Crossref

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

Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
2021 | Conference paper
DOI: 10.5220/0010259501220132
Source: Self-asserted source
Nicolas Vandenbroucke

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

2021 | Book chapter
DOI: 10.1007/978-3-030-68790-8_25
Contributors: Nicolas Vandenbroucke; Alice Porebski
Source: check_circle
Crossref

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

Medical and Biological Engineering and Computing
2020 | Journal article
DOI: 10.1007/s11517-020-02141-9
EID:

2-s2.0-85084101230

Part of ISBN:

17410444 01400118
Contributors: Haddad, F.; Boudet, S.; Peyrodie, L.; Vandenbroucke, N.; Hautecoeur, P.; Forzy, G.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Combination of LBP Bin and Histogram Selections for Color Texture Classification

Journal of Imaging
2020-06-23 | Journal article
DOI: 10.3390/jimaging6060053
Contributors: Alice Porebski; Vinh Truong Hoang; Nicolas Vandenbroucke; Denis Hamad
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Compact color texture representation by feature selection in multiple color spaces

VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
2019 | Conference paper
DOI: 10.5220/0007578704360443
EID:

2-s2.0-85068224866
Contributors: Alimoussa, M.; Vandenbroucke, N.; Porebski, A.; Oulad Haj Thami, R.; El Fkihi, S.; Hamad, D.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Erratum: Multi-color space local binary pattern-based feature selection for texture classification (Journal of Electronic Imaging (2018) 27:1 (011010) DOI: 10.1117/1.JEI.27.1.011010)

Journal of Electronic Imaging
2018 | Journal article
DOI: 10.1117/1.JEI.27.3.039801
EID:

2-s2.0-85048885363
Contributors: Porebski, A.; Hoang, V.T.; Vandenbroucke, N.; Hamad, D.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

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

Journal of Electronic Imaging
2018 | Journal article
DOI: 10.1117/1.JEI.27.1.011010
EID:

2-s2.0-85046124062
Contributors: Porebski, A.; Hoang, V.T.; Vandenbroucke, N.; Hamad, D.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Unsupervised Local Binary Pattern Histogram Selection Scores for Color Texture Classification

Journal of Imaging
2018-09 | Journal article | Author
DOI: 10.3390/jimaging4100112
Contributors: Mariam Kalakech; Alice POREBSKI; Nicolas Vandenbroucke; denis hamad
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

LBP histogram selection based on sparse representation for color texture classification

VISIGRAPP 2017 - Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
2017 | Conference paper
EID:

2-s2.0-85047853557
Contributors: Hoang, V.T.; Porebski, A.; Vandenbroucke, N.; Hamad, D.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

LBP parameter tuning for texture analysis of lace images

IPAS 2016 - 2nd International Image Processing, Applications and Systems Conference
2017 | Conference paper
DOI: 10.1109/IPAS.2016.7880063
EID:

2-s2.0-85018584314
Contributors: Hoang, V.T.; Porebski, A.; Vandenbroucke, N.; Hamad, D.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

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

5th International Conference on Image Processing, Theory, Tools and Applications 2015, IPTA 2015
2015 | Conference paper
DOI: 10.1109/IPTA.2015.7367140
EID:

2-s2.0-84963814157
Contributors: Porebski, A.; Vandenbroucke, N.; Hamad, D.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

A new LBP histogram selection score for color texture classification

5th International Conference on Image Processing, Theory, Tools and Applications 2015, IPTA 2015
2015 | Conference paper
DOI: 10.1109/IPTA.2015.7367138
EID:

2-s2.0-84963800587
Contributors: Kalakech, M.; Porebski, A.; Vandenbroucke, N.; Hamad, D.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Unsupervised color-image segmentation by multicolor space iterative pixel classification

Journal of Electronic Imaging
2015 | Journal article
DOI: 10.1117/1.JEI.24.2.023032
EID:

2-s2.0-84928709383
Contributors: Vandenbroucke, N.; Busin, L.; Macaire, L.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

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

Multimedia Tools and Applications
2014 | Journal article
DOI: 10.1007/s11042-013-1418-8
EID:

2-s2.0-84901938961
Contributors: Porebski, A.; Vandenbroucke, N.; Macaire, L.; Hamad, D.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

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

International Image Processing, Applications and Systems Conference, IPAS 2014
2014 | Conference paper
DOI: 10.1109/IPAS.2014.7043325
EID:

2-s2.0-84946531483
Contributors: Ben Soltana, W.; Porebski, A.; Vandenbroucke, N.; Ahmad, A.; Hamad, D.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Color texture analysis using CFA chromatic co-occurrence matrices

Computer Vision and Image Understanding
2013 | Journal article
DOI: 10.1016/j.cviu.2013.03.001
EID:

2-s2.0-84885373280
Contributors: Losson, O.; Porebski, A.; Vandenbroucke, N.; Macaire, L.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Color Texture Attributes

Digital Color Imaging
2013 | Book
DOI: 10.1002/9781118561966.ch6
EID:

2-s2.0-84886319739
Contributors: Vandenbroucke, N.; Alata, O.; Lecomte, C.; Porebski, A.; Qazi, I.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

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

Journal of Electronic Imaging
2013 | Journal article
DOI: 10.1117/1.JEI.22.3.033016
EID:

2-s2.0-84892176109
Contributors: Busin, L.; Vandenbroucke, N.; Macaire, L.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

LBP histogram selection for supervised color texture classification

2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings
2013 | Conference paper
DOI: 10.1109/ICIP.2013.6738667
EID:

2-s2.0-84897772426
Contributors: Porebski, A.; Vandenbroucke, N.; Hamad, D.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Supervised texture classification: Color space or texture feature selection?

Pattern Analysis and Applications
2013 | Journal article
DOI: 10.1007/s10044-012-0291-9
EID:

2-s2.0-84872609067
Contributors: Porebski, A.; Vandenbroucke, N.; Macaire, L.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

A multi color space approach for texture classification: Experiments with Outex, Vistex and Barktex image databases

5th European Conference on Colour in Graphics, Imaging, and Vision and 12th International Symposium on Multispectral Colour Science 2010, CGIV 2010/MCS'10
2010 | Conference paper
EID:

2-s2.0-78649368885
Contributors: Porebskl, A.; Vandenbroucke, N.; Macaire, L.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Comparison of feature selection schemes for color texture classification

2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010
2010 | Conference paper
DOI: 10.1109/IPTA.2010.5586760
EID:

2-s2.0-78049516609
Contributors: Porebski, A.; Vandenbroucke, N.; Macaire, L.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Color space selection for color image segmentation by spectral clustering

ICSIPA09 - 2009 IEEE International Conference on Signal and Image Processing Applications, Conference Proceedings
2009 | Conference paper
DOI: 10.1109/ICSIPA.2009.5478603
EID:

2-s2.0-77954505334
Contributors: Busin, L.; Shi, J.; Vandenbroucke, N.; MacAire, L.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Color Spaces and Image Segmentation

Advances in Imaging and Electron Physics
2009 | Book
DOI: 10.1016/S1076-5670(07)00402-8
EID:

2-s2.0-40449086594
Contributors: Busin, L.; Vandenbroucke, N.; Macaire, L.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

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

ICSIPA09 - 2009 IEEE International Conference on Signal and Image Processing Applications, Conference Proceedings
2009 | Conference paper
DOI: 10.1109/ICSIPA.2009.5478602
EID:

2-s2.0-77954523714
Contributors: Porebski, A.; Vandenbroucke, N.; Macaire, L.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Haralick feature extraction from LBP images for color texture classification

2008 1st International Workshops on Image Processing Theory, Tools and Applications, IPTA 2008
2008 | Conference paper
DOI: 10.1109/IPTA.2008.4743780
EID:

2-s2.0-62949148949
Contributors: Porebski, A.; Vandenbroucke, N.; Macaire, L.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Neighborhood and Haralick feature extraction for color texture analysis

Society for Imaging Science and Technology - 4th European Conference on Colour in Graphics, Imaging, and Vision and 10th International Symposium on Multispectral Colour Science, CGIV 2008/MCS'08
2008 | Conference paper
EID:

2-s2.0-70349974284
Contributors: Porebski, A.; Vandenbroucke, N.; MacAire, L.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Flaw detection on decorated glasses by color image processing

Proceedings of SPIE - The International Society for Optical Engineering
2007 | Conference paper
DOI: 10.1117/12.736737
EID:

2-s2.0-35548973052
Contributors: Busin, L.; Vandenbroucke, N.; Macaire, L.; Postaire, J.-G.; Tahon, P.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

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

Computer Vision and Image Understanding
2006 | Journal article
DOI: 10.1016/j.cviu.2005.12.001
EID:

2-s2.0-33644783663
Contributors: Macaire, L.; Vandenbroucke, N.; Postaire, J.-G.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Iterative feature selection for color texture classification

Proceedings - International Conference on Image Processing, ICIP
2006 | Conference paper
DOI: 10.1109/ICIP.2007.4379358
EID:

2-s2.0-48149108607
Contributors: Porebski, A.; Vandenbroucke, N.; Macaire, L.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Scale space filter based on homogeneity degree for color image segmentation

CGIV 2006 - 3rd European Conference on Colour in Graphics, Imaging, and Vision, Final Program and Proceedings
2006 | Conference paper
EID:

2-s2.0-77956809845
Contributors: Busin, L.; Vandenbroucke, N.; Macaire, L.; Postaire, J.-G.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

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

International Journal of Robotics and Automation
2005 | Journal article
EID:

2-s2.0-17444366499
Contributors: Busin, L.; Vandenbroucke, N.; Macaire, L.; Postaire, J.-G.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Color space selection for unsupervised color image segmentation by histogram multithresholding

Proceedings - International Conference on Image Processing, ICIP
2004 | Conference paper
DOI: 10.1109/ICIP.2004.1418725
EID:

2-s2.0-20444468149
Contributors: Busin, L.; Vandenbroucke, N.; Macaire, L.; Postaire, J.-G.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

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

Computer Vision and Image Understanding
2003 | Journal article
DOI: 10.1016/S1077-3142(03)00025-0
EID:

2-s2.0-0242657790
Contributors: Vandenbroucke, N.; Macaire, L.; Postaire, J.-G.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

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

Proceedings - International Conference on Pattern Recognition
2000 | Conference paper
EID:

2-s2.0-33750916353
Contributors: Vandenbroucke, N.; Macaire, L.; Postaire, J.-G.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Unsupervised color texture feature extraction and selection for soccer image segmentation

IEEE International Conference on Image Processing
2000 | Conference paper
EID:

2-s2.0-0034440581
Contributors: Vandenbroucke, N.; Macaire, L.; Postaire, J.-G.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Color pixels classification in an hybrid color space

IEEE International Conference on Image Processing
1998 | Conference paper
EID:

2-s2.0-0032308307
Contributors: Vandenbroucke, N.; Macaire, L.; Postaire, J.-G.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Contribution of a color classification to soccer players tracking with snakes

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
1997 | Conference paper
EID:

2-s2.0-0031375774
Contributors: Vandenbroucke, N.; Macaire, L.; Vieren, C.; Postaire, J.-G.
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier

Soccer player recognition by pixel classification in a hybrid color space

Proceedings of SPIE - The International Society for Optical Engineering
1997 | Conference paper
EID:

2-s2.0-0031354031
Contributors: Vandenbroucke, Nicolas; Macaire, Ludovic; Postaire, Jack-Gerard
Source: Self-asserted source
Nicolas Vandenbroucke via Scopus - Elsevier
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