Claude Cariou

Publications

Article dans une revue (15)

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
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
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
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
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
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
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
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
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
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
Symbol and character recognition: application to engineering drawings Sébastien Adam,Jean-Marc Ogier,Claude Cariou,Rémy Mullot,Jacques Labicheet al. IJDAR, 2000, 3 (2), pp.89-101 Article dans une revue hal-00439443v1

Communication dans un congrès (29)

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
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 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
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
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
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
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
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
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
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

Chapitre d'ouvrage (5)

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