Claude Cariou

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Publications

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Cluster Overlap as Objective Function

Pasi Franti , Claude Cariou , Qinpei Zhao

CMC-Computers, Materials & Continua, 2025, 85 (3), pp.4687-4704. ⟨10.32604/cmc.2025.066534⟩

Article dans une revue hal-05422916v1

Autonomous method for selection or validation of training samples for large size hyperspectral images

Jihan Alameddine , Kacem Chehdi , Claude Cariou

Journal of applied remote sensing, 2023, 17 (3), pp.038501. ⟨10.1117/1.JRS.17.038501⟩

Article dans une revue hal-04282500v1
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A Novel Mean-Shift Algorithm for Data Clustering

Claude Cariou , Steven Le Moan , Kacem Chehdi

IEEE Access, 2022, 10, pp.14575-14585. ⟨10.1109/ACCESS.2022.3147951⟩

Article dans une revue hal-03593568v1
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Hierarchical Unsupervised Partitioning of Large Size Data and Its Application to Hyperspectral Images

Jihan Alameddine , Kacem Chehdi , Claude Cariou

Remote Sensing, 2021, 13 (23), pp.4874. ⟨10.3390/rs13234874⟩

Article dans une revue hal-03552768v1
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Minimax Bridgeness-Based Clustering for Hyperspectral Data

Steven Le Moan , Claude Cariou

Remote Sensing, 2020, 12 (7), pp.1162. ⟨10.3390/rs12071162⟩

Article dans une revue hal-02793113v1
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Improving k-nearest neighbor approaches for density-based pixel clustering in hyperspectral remote sensing images

Claude Cariou , S.L. Moan , K. Chehdi

Remote Sensing, 2020, 12 (22), pp.1-29. ⟨10.3390/rs12223745⟩

Article dans une revue hal-03040362v1
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Learning or assessment of classification algorithms relying on biased ground truth data: what interest?

Kacem Chehdi , Claude Cariou

Journal of applied remote sensing, 2019, 13 (3), pp.034522. ⟨10.1117/1.JRS.13.034522⟩

Article dans une revue hal-02286839v1
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Unsupervised Nearest Neighbors Clustering with Application to Hyperspectral Images

Claude Cariou , Kacem Chehdi

IEEE Journal of Selected Topics in Signal Processing, 2015, 9 (6), pp.1105 - 1116. ⟨10.1109/JSTSP.2015.2413371⟩

Article dans une revue hal-01133648v1
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Stable and unsupervised fuzzy C-means method and its validation in the context of multicomponent images

Kacem Chehdi , Akar Taher , Claude Cariou

Journal of Electronic Imaging, 2015, 24 (6), pp.061117--061117. ⟨10.1117/1.JEI.24.6.061117⟩

Article dans une revue hal-01300888v1

Pixel classification of large size hyperspectral images by affinity propagation

Kacem Chehdi , Mariem Soltani , Claude Cariou

Journal of applied remote sensing, 2014, 8 (1), pp.1-14. ⟨10.1117/1.JRS.8.083567⟩

Article dans une revue hal-01123981v1

Assessing the performance of two unsupervised dimensionality reduction techniques on hyperspectral APEX data for high resolution urban land-cover mapping

Luca Demarchi , Frank Canters , Claude Cariou , Giorgio Licciardi , Jonathan Cheung-Wai Chan

ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 87, pp.166-179. ⟨10.1016/j.isprsjprs.2013.10.012⟩

Article dans une revue istex hal-01123947v1

BandClust: An Unsupervised Band Reduction Method for Hyperspectral Remote Sensing

Claude Cariou , Kacem Chehdi , Steven Le Moan

IEEE Geoscience and Remote Sensing Letters, 2011, 8 (3), pp.565-569. ⟨10.1109/LGRS.2010.2091673⟩

Article dans une revue hal-00946927v1

Unsupervised texture segmentation/classification using 2-D autoregressive modeling and the stochastic expectation-maximization algorithm

Claude Cariou , Kacem Chehdi

Pattern Recognition Letters, 2008, 29 (7), pp.905-917. ⟨10.1016/j.patrec.2008.01.007⟩

Article dans une revue istex hal-02141521v1

Automatic Georeferencing of Airborne Pushbroom Scanner Images With Missing Ancillary Data Using Mutual Information

Claude Cariou , K. Chehdi

IEEE Transactions on Geoscience and Remote Sensing, 2008, 46 (5), pp.1290-1300. ⟨10.1109/TGRS.2008.916206⟩

Article dans une revue hal-02141520v1
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Symbol and character recognition: application to engineering drawings

Sébastien Adam , Jean-Marc Ogier , Claude Cariou , Rémy Mullot , Jacques Labiche et al.

IJDAR, 2000, 3 (2), pp.89-101

Article dans une revue hal-00439443v1

Partitioning of Hyperspectral Images in Main Categories and Fine Classes

Jihan Alameddine , Kacem Chehdi , Claude Cariou

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. ⟨10.1109/igarss52108.2023.10283104⟩

Communication dans un congrès hal-04356653v1

Data Stream Unsupervised Partitioning Based on Optimized Fuzzy C-Means

Yuding Wang , Kacem Chehdi , Claude Cariou , Benoit Vozel

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. ⟨10.1109/igarss52108.2023.10282864⟩

Communication dans un congrès hal-04356657v1

DATA STREAM UNSUPERVISED PARTITIONING METHOD

Yuding Wang , Kacem Chehdi , Claude Cariou , Benoit Vozel

IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2022, Kuala Lumpur, Malaysia. ⟨10.1109/IGARSS46834.2022.9884448⟩

Communication dans un congrès hal-04086991v1

UNSUPERVISED AND AUTOMATIC TRAINING SAMPLES SELECTION METHOD

Jihan Alameddine , Kacem Chehdi , Claude Cariou

IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2022, Kuala Lumpur, Malaysia. ⟨10.1109/IGARSS46834.2022.9883607⟩

Communication dans un congrès hal-04086990v1

Improved Nearest Neighbor Density-Based Clustering Techniques with Application to Hyperspectral Images

Claude Cariou , Kacem Chehdi , Steven Le Moan

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. pp.4127-4131, ⟨10.1109/ICASSP40776.2020.9053489⟩

Communication dans un congrès hal-02793026v1
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GWENN-SS: a simple semi-supervised nearest-neighbor density-based classification method with application to hyperspectral images

Claude Cariou , Kacem Chehdi , Steven Le Moan

Image and Signal Processing for Remote Sensing XXV, Sep 2019, Strasbourg, France. pp.17, ⟨10.1117/12.2533140⟩

Communication dans un congrès hal-02354583v1

Parameter-Free Density Estimation for Hyperspectral Image Clustering

S.L. Moan , Claude Cariou

2018 International Conference on Image and Vision Computing New Zealand, IVCNZ 2018, Nov 2018, Auckland, New Zealand. pp.8634706, ⟨10.1109/IVCNZ.2018.8634706⟩

Communication dans un congrès hal-02089118v1

Optimization of unsupervised affinity propagation clustering method

Jihan Alameddine , Kacem Chehdi , Claude Cariou

Image and Signal Processing for Remote Sensing XXV, Sep 2019, Strasbourg, France. pp.11, ⟨10.1117/12.2533164⟩

Communication dans un congrès hal-02354579v1
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Application of unsupervised nearest-neighbor density-based approaches to sequential dimensionality reduction and clustering of hyperspectral images

Claude Cariou , Kacem Chehdi

Image and Signal Processing for Remote Sensing, Sep 2018, Berlin, Germany. pp.16, ⟨10.1117/12.2325530⟩

Communication dans un congrès hal-02354587v1

Towards a completely blind classifier for hyperspectral images

P. Hallé , S. Le Moan , Claude Cariou

2017 International Conference on Image and Vision Computing New Zealand, IVCNZ 2017, Dec 2017, Christchurch, New Zealand. pp.1-6, ⟨10.1109/IVCNZ.2017.8402444⟩

Communication dans un congrès hal-01874634v1
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Nearest neighbor-density-based clustering methods for large hyperspectral images

Claude Cariou , Kacem Chehdi

Image and Signal Processing for Remote Sensing, Sep 2017, Warsaw, Poland. pp.19, ⟨10.1117/12.2278221⟩

Communication dans un congrès hal-02354590v1

The true false ground truths: What interest?

K. Chehdi , Claude Cariou

Image and Signal Processing for Remote Sensing XXII, Sep 2016, Edinburgh, United Kingdom. ⟨10.1117/12.2241096⟩

Communication dans un congrès hal-01484536v1

Unsupervised component reduction of hyperspectral images and clustering without performance loss: Application to marine algae identification

B. Chen , K. Chehdi , E. de Oliveira , Claude Cariou , B. Charbonnier

Image and Signal Processing for Remote Sensing XXII, Sep 2016, Edinburgh, United Kingdom. pp.100040Q, ⟨10.1117/12.2241190⟩

Communication dans un congrès hal-01484540v1

A new k-nearest neighbor density-based clustering method and its application to hyperspectral images

Claude Cariou , K. Chehdi

36th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016, Jul 2016, Beijing, China. pp.6161--6164, ⟨10.1109/IGARSS.2016.7730609⟩

Communication dans un congrès hal-01484548v1

Unsupervised and stable LBG algorithm for data classification: application to aerial multicomponent images

A. Taher , K. Chehdi , Claude Cariou

Image and Signal Processing for Remote Sensing XXI, 96431I (October 15, 2015), 2015, Toulouse, France. pp.96431I--96431I--9, ⟨10.1117/12.2191448⟩

Communication dans un congrès hal-01300963v1

A stable and unsupervised Fuzzy C-Means for data classification

Akar Taher , Kacem Chehdi , Claude Cariou

The International Conference on Quality Control by Artificial Vision 2015, Apr 2015, Le Creusot, France. pp.953414

Communication dans un congrès hal-02141514v1

Unsupervised hierarchical partitioning of hyperspectral images: application to marine algae identification

B. Chen , K. Chehdi , E. de Oliveria , Claude Cariou , B Charbonnier

Image and Signal Processing for Remote Sensing XXI, 96430M (October 15, 2015), 2015, Toulouse, France. pp.96430M--96430M--13, ⟨10.1117/12.2194419⟩

Communication dans un congrès hal-01300972v1

An Unsupervised Nonparametric and Cooperative Approach for Classification of Multicomponent Image Contents

Akar Taher , Kacem Chehdi , Claude Cariou

International Conference on Pattern Recognition Applications and methods, Mar 2014, Angers, France. pp.263-270, ⟨10.5220/0004828502630270⟩

Communication dans un congrès hal-01126613v1

An unsupervised cooperative and adaptive approach for multicomponent image segmentation

Akar Taher , Kacem Chehdi , Claude Cariou

4th European Workshop on Visual Information Processing (EUVIP), Jun 2013, Paris, France. pp.71-72

Communication dans un congrès hal-01127667v1

Affinity propagation for large size hyperspectral image classification

Mariem Soltani , Kacem Chehdi , Claude Cariou

Conference on Image and Signal Processing for Remote Sensing XIX, Sep 2013, Dresde, Germany. pp.UNSP 88920P, ⟨10.1117/12.2028870⟩

Communication dans un congrès hal-00959550v1

Sélection supervisée d’attributs en haute dimension via l’approximation de Kirkwood

Claude Cariou , Kacem Chehdi

GRETSI 2013, Sep 2013, Brest, France

Communication dans un congrès hal-01124402v1

Hyperspectral image segmentation using a cooperative nonparametric approach

Akar Taher , Kacem Chehdi , Claude Cariou

Conference on Image and Signal Processing for Remote Sensing XIX, Sep 2013, Dresde, Germany. pp.UNSP 88920J, ⟨10.1117/12.2028869⟩

Communication dans un congrès hal-00959554v1

Dense registration of CHRIS-Proba and Ikonos images using multi-dimensional mutual information maximization

Claude Cariou , Kacem Chehdi

Conference on Image and Signal Processing for Remote Sensing XIX, Sep 2013, Dresde, Germany. pp.UNSP 88920C, ⟨10.1117/12.2028998⟩

Communication dans un congrès hal-00959490v1

Fully automated mosaicking of pushbroom aerial imagery

Claude Cariou , Kacem Chehdi

ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, France. pp.1105-1108

Communication dans un congrès hal-02141522v1
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Feature-based deformable image registration with RANSAC based search correspondence

Thomas Colleu , Jian-Kun Shen , Bogdan Matuszewski , Lik-Kwan Shark , Claude Cariou

AECRIS'06 - Atlantic Europe Conference on Remote Imaging and Spectroscopy, Sep 2006, United Kingdom. pp.57-64

Communication dans un congrès hal-00640627v1

Estimation spectrale paramétrique d'images de la surface de la mer

René Garello , Claude Cariou , Jean-Marc Boucher

7ème congrès de l'Association québécoise de télédétection : Télédétection et Gestion des Ressources, Oct 1991, Montréal, Canada

Communication dans un congrès hal-02884878v1

Analyse spectrale d'images SPOT de l'océan

Jean-Marc Boucher , Claude Cariou , René Garello , Jacques Populus

OSATES : Ocean Space Advanced Technologies European Show : un congrès, une exposition, des visites d'établissements de recherche, des visites de navires scientifiques, Sep 1991, Brest, France. pp.B17-1 - B17-9

Communication dans un congrès hal-02884886v1

Estimation spectrale paramétrique 2D: application à la télédétection satellitaire

Claude Cariou , René Garello , Jean-Marc Boucher

Colloque GRETSI 91 : groupe déétudes du traitement du signal et des images, Sep 1991, Juan-Les-Pins, France. pp.125 - 128

Communication dans un congrès hal-02884896v1

Wavelength and orientation resolution comparison of spectral estimators for ocean wave systems on SPOT images

Claude Cariou , Jean-Marc Boucher , René Garello

IGARSS'90 : 10th annual International conference on Geoscience and Remote Sensing, May 1990, Washington, United States. pp.1809 - 1812

Communication dans un congrès hal-02884844v1

Registration of Multimodal and Multitemporal Images

Claude Cariou , Kacem Chehdi

Ch. Collet; J. Chanussot; K. Chehdi. Multivariate Image Processing, ISTE and Wiley, pp.1-37, 2010, Digital Signal and Image Processing Series, 978-1-84821-139-1

Chapitre d'ouvrage hal-01126787v1

Non Parametric Stochastic Expectation Maximization for Data Clustering

Gilles Bougenière , Claude Cariou , Kacem Chehdi , Alan Gay

E-business and Telecommunications: 4th International Conference, ICETE 2007, pp.293-303, 2009

Chapitre d'ouvrage hal-02141519v1

2-D spectral analysis (Chapter 3)

Claude Cariou , Stéphanie Rouquette , Olivier Alata

ISTE. Two-dimensional Signal Analysis, Wiley, pp.115-174, 2008

Chapitre d'ouvrage hal-00338877v1

Basic elements of 2-D signal processing (Chapter 1)

Claude Cariou , Olivier Alata , Jean-Marc Le Caillec

ISTE. Two-dimensional Signal Analysis, Wiley, pp.17-64, 2008

Chapitre d'ouvrage hal-00338870v1

2-D linear stochastic modeling (Chapter 2)

Olivier Alata , Claude Cariou

ISTE. Two-dimensional Signal Analysis, Wiley, pp.65-114, 2008

Chapitre d'ouvrage hal-00338873v1