Unsupervised texture segmentation using 2-D AR modeling and a stochastic version of the EM procedure. - Claude Cariou; Kacem Chehdi (EUSIPCO, 1996)

Recognition of rotated and scaled textures using 2-D AR modeling and the Fourier-Mellin transform. - Claude Cariou; Olivier Alata; Christophe Rosenberger; Jean-Marc Ogier; Kacem Chehdi (EUSIPCO, 1998)

Classification of Rotated and Scaled Textures using HMHV Spectrum Estimation and the Fourier-Mellin Transform. - Olivier Alata; Claude Cariou; Clarisse Ramananjarasoa; Mohamed Najim (ICIP (1), 1998)

Processing of the Connected Shapes in Raster-to-Vector Conversion Process. - Sébastien Adam; Rémy Mullot; Jean-Marc Ogier; Claude Cariou; Joël Gardes; Yves Lecourtier (GREC, 1999)

Combination of Invariant Pattern Recognition Primitives on Technical Documents. - Sébastien Adam; Jean-Marc Ogier; Claude Cariou; Joël Gardes; Rémy Mullot; Yves Lecourtier (GREC, 1999)

Texture analysis of an image by using a rotation-invariant model. - Christophe Rosenberger; Kacem Chehdi; Claude Cariou; Jean-Marc Ogier (ICASSP, 1999)

Multi-scaled and Multi-oriented Character Recognition: An Original Strategy. - Sébastien Adam; Jean-Marc Ogier; Claude Cariou; Rémy Mullot; Joël Gardes; Yves Lecourtier (ICDAR, 1999)

Similitude Invariant Pattern Recognition on Technical Documents. - Jean-Marc Ogier; Claude Cariou; Sébastien Adam; Joël Gardes; Rémy Mullot; Yves Lecourtier (ICIP (1), 1999)

A Multiscale and Multiorientation Recognition Technique Applied to Document Interpretation: Application to the French Telephone Network Maps. - Claude Cariou; Jean-Marc Ogier; Sébastien Adam; Rémy Mullot; Yves Lecourtier; Joël Gardes (Int. J. Pattern Recognit. Artif. Intell., 1999)

Rotation invariant texture analysis: A comparative study. - Christophe Rosenberger; Claude Cariou; Kacem Chehdi (EUSIPCO, 2000)

Character Recognition, Orientation, and Scale Estimation Thanks to the Fourier Mellin Transform. - Sébastien Adam; Jean-Marc Ogier; Claude Cariou; Rémy Mullot; Joël Gardes; Jacques Labiche (SSPR/SPR, 2000)

Symbol and character recognition: application to engineering drawings. - Sébastien Adam; Jean-Marc Ogier; Claude Cariou; Rémy Mullot; Jacques Labiche; Joël Gardes (Int. J. Document Anal. Recognit., 2000)

A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation. - Sébastien Adam; Jean-Marc Ogier; Claude Cariou; Joël Gardes (GREC, 2001)

A multi-scale and multi-orientation recognition technique applied to document interpretation application to french telephone network maps. - Sébastien Adam; F. Rousseau; Jean-Marc Ogier; Claude Cariou; Rémy Mullot; Jacques Labiche; Joël Gardes (ICASSP, 2001)

Segmentation of fractal objects: Application to the measure of algae deposit density in the 'green tide' phenomenon. - Claude Cariou; Kacem Chehdi (EUSIPCO, 2002)

Gravitational Transform for Data Clustering - Application to Multicomponent Image Classification. - Claude Cariou; Kacem Chehdi; Arnault Nagle (ICASSP (2), 2005)

Semi-Rigid Registration of Remote Sensing Airborne Scanner Images. - Claude Cariou; Kacem Chehdi (ICASSP (2), 2006)

Non Parametric Stochastic Expectation Maximization for Data Clustering. - Gilles Bougenière; Claude Cariou; Kacem Chehdi; Alan Gay (ICETE (Selected Papers), 2007)

Unsupervised Non Parametric Data Clustering by Means of Bayesian Inference and Information Theory. - Gilles Bougenière; Claude Cariou; Kacem Chehdi; Alan Gay (SIGMAP, 2007)

Adaptive and Cooperative Segmentation System for Mono- and Multi-Component Images. - Madjid Moghrani; Claude Cariou; Kacem Chehdi (SIGMAP, 2007)

Fully automated mosaicking of pushbroom aerial imagery. - Claude Cariou; Kacem Chehdi (ICASSP, 2008)

Unsupervised texture segmentation/classification using 2-D autoregressive modeling and the stochastic expectation-maximization algorithm. - Claude Cariou; Kacem Chehdi (Pattern Recognit. Lett., 2008)

Automatic Georeferencing of Airborne Pushbroom Scanner Images With Missing Ancillary Data Using Mutual Information. - Claude Cariou; Kacem Chehdi (IEEE Trans. Geosci. Remote. Sens., 2008)

BandClust: An Unsupervised Band Reduction Method for Hyperspectral Remote Sensing. - Claude Cariou; Kacem Chehdi; Steven Le Moan (IEEE Geosci. Remote. Sens. Lett., 2011)

An Unsupervised Nonparametric and Cooperative Approach for Classification of Multicomponent Image Contents. - Akar Taher; Kacem Chehdi; Claude Cariou (ICPRAM, 2014)

Stable and unsupervised fuzzy C-means method and its validation in the context of multicomponent images. - Kacem Chehdi; Akar Taher; Claude Cariou (J. Electronic Imaging, 2015)

Unsupervised Nearest Neighbors Clustering With Application to Hyperspectral Images. - Claude Cariou; Kacem Chehdi (IEEE J. Sel. Top. Signal Process., 2015)

A new k-nearest neighbor density-based clustering method and its application to hyperspectral images. - Claude Cariou; Kacem Chehdi (IGARSS, 2016)

Towards a completely blind classifier for hyperspectral images. - Pierre A. Hallé; Steven Le Moan; Claude Cariou (IVCNZ, 2017)

Parameter-Free Density Estimation for Hyperspectral Image Clustering. - Steven Le Moan; Claude Cariou (IVCNZ, 2018)

Improved Nearest Neighbor Density-Based Clustering Techniques with Application to Hyperspectral Images. - Claude Cariou; Kacem Chehdi; Steven Le Moan (ICASSP, 2020)

Improving K-Nearest Neighbor Approaches for Density-Based Pixel Clustering in Hyperspectral Remote Sensing Images. - Claude Cariou; Steven Le Moan; Kacem Chehdi (Remote. Sens., 2020)

Minimax Bridgeness-Based Clustering for Hyperspectral Data. - Steven Le Moan; Claude Cariou (Remote. Sens., 2020)

Hierarchical Unsupervised Partitioning of Large Size Data and Its Application to Hyperspectral Images. - Jihan Alameddine; Kacem Chehdi; Claude Cariou (Remote. Sens., 2021)

Unsupervised and Automatic Training Samples Selection Method. - Jihan Alameddine; Kacem Chehdi; Claude Cariou (IGARSS, 2022)

Data Stream Unsupervised Partitioning Method. - Yuding Wang; Kacem Chehdi; Claude Cariou; Benoît Vozel (IGARSS, 2022)

A Novel Mean-Shift Algorithm for Data Clustering. - Claude Cariou; Steven Le Moan; Kacem Chehdi (IEEE Access, 2022)

Partitioning of Hyperspectral Images in Main Categories and Fine Classes. - Jihan Alameddine; Kacem Chehdi; Claude Cariou (IGARSS, 2023)

Data Stream Unsupervised Partitioning Based on Optimized Fuzzy C-Means. - Yuding Wang; Kacem Chehdi; Claude Cariou; Benoît Vozel (IGARSS, 2023)