Coding of structure in the region-based coder as a problem of optimization on graphs. - Jenny Benois-Pineau; Ali Khenchaf; Dominique Barba (ICPR, 1996)

Shape representation for image retrieval. - Marinette Bouet; Ali Khenchaf; Henri Briand (ACM Multimedia (2), 1999)

Generalizing Association Rules to Ordinal Rules. - Sylvie Guillaume; Ali Khenchaf (IQ, 2000)

Generalizing association rules with ordinal intensity of implication. - Sylvie Guillaume; Ali Khenchaf (IRMA Conference, 2000)

Shape representation for content-based image retrieval. - Ali Khenchaf; Marinette Bouet (VCIP, 2000)

Shape Processing and Image retrieval. - Marinette Bouet; Chabane Djeraba; Ali Khenchaf; Henri Briand (Obj. Logiciel Base données Réseaux, 2000)

Visual and Textual Content Based Indexing and Retrieval. - Chabane Djeraba; Marinette Bouet; Henri Briand; Ali Khenchaf (Int. J. Digit. Libr., 2000)

Découverte de règles ordinales. - Sylvie Guillaume; Ali Khenchaf (EGC, 2001)

Traitement de l'information multimédia : recherche du média image. - Marinette Bouet; Ali Khenchaf (Ingénierie des Systèmes d Inf., 2002)

Détection par SVM - Application à la détection de churn en téléphonie mobile prépayée. - Cédric Archaux; Arnaud Martin 001; Ali Khenchaf (EGC, 2004)

Short wave spectrum modulation by a surface current field and long waves for SAR imaging process simulation. - Morgan Lamy; Jean-Marc Le Caillec; René Garello; Ali Khenchaf (IGARSS, 2004)

Processus de traitement de données radar pour la reconnaissance/identification de cibles aériennes. - Abdelmalek Toumi; Brigitte Hoeltzener; Ali Khenchaf (EGC, 2005)

Comparison between small slope approximation and two scale model in bistatic configuration. - Ahmad Awada 001; Ali Khenchaf; Arnaud Coatanhay; Mohamed Yassine Ayari (IGARSS, 2005)

The influence of ripple damping on electromagnetic bistatic scattering by sea surface. - Mohamed Yassine Ayari; Arnaud Coatanhay; Ali Khenchaf (IGARSS, 2005)

Model of GPS signal from the ocean based on an electromagnetic scattering theory: a two scale model (TSM) approach. - Arnaud Coatanhay; Ali Khenchaf (IGARSS, 2005)

GLRT detection for range and Doppler distributed targets in non-Gaussian clutter. - Nicolas Bon; Ali Khenchaf; Jean-Michel Quellec; René Garello (EUSIPCO, 2006)

Préparation des données Radar pour la reconnaissance/identification de cibles aériennes. - Abdelmalek Toumi; Brigitte Hoeltzener; Ali Khenchaf (EGC, 2006)

Régression floue et crédibiliste par SVM pour la classification des images sonar. - Hicham Laanaya; Arnaud Martin 001; Driss Aboutajdine; Ali Khenchaf (EGC, 2007)

Using watersheds segmentation on ISAR image for automatic target recognition. - Abdelmalek Toumi; Brigitte Hoeltzener; Ali Khenchaf (ICDIM, 2007)

Obtaining a ship's speed and direction from its Kelvin wake spectrum using stochastic matched filtering. - Andreas Arnold-Bos; Arnaud Martin 001; Ali Khenchaf (IGARSS, 2007)

Frequency impact on the bistatic radar scattering from an ocean surface. - Ahmad Awada 001; Ali Khenchaf; Arnaud Coatanhay (IGARSS, 2007)

Bistatic Radar Imaging of the Marine Environment - Part I: Theoretical Background. - Andreas Arnold-Bos; Ali Khenchaf; Arnaud Martin 001 (IEEE Trans. Geosci. Remote. Sens., 2007)

Bistatic Radar Imaging of the Marine Environment - Part II: Simulation and Results Analysis. - Andreas Arnold-Bos; Ali Khenchaf; Arnaud Martin 001 (IEEE Trans. Geosci. Remote. Sens., 2007)

Classifier fusion for post-classification of textured images. - Hicham Laanaya; Arnaud Martin 001; Driss Aboutajdine; Ali Khenchaf (FUSION, 2008)

Correlation between the NRCS and the Wind Speed over Sea in Both Monostatic and Bistatic Configurations. - Ahmad Awada 001; Ali Khenchaf; Arnaud Coatanhay (IGARSS (4), 2008)

Electromagnetic Waves Propagation Above Rough Sea Surface Application to Evaporation Ducts. - Othmane Benhmammouch; Ali Khenchaf; Natacha Caouren (IGARSS (4), 2008)

An Improved Two-Scale Model for the Ocean Surface Bistatic Scattering. - Naheed Sajjad; Ali Khenchaf; Arnaud Coatanhay; Ahmad Awada 001 (IGARSS (1), 2008)

Sonar image registration based on conflict from the theory of belief functions. - Cedric Rominger; Arnaud Martin 001; Ali Khenchaf; Hicham Laanaya (FUSION, 2009)

Modeling of Roughness Effects on Electromagnetic Waves Propagation above Sea Surface using 3D Parabolic Equation. - Othmane Benhmammouch; Natacha Caouren; Ali Khenchaf (IGARSS (2), 2009)

Automatic Target Recognition of Aircraft Models based on ISAR Images. - Mohamed Nabil Saidi; Khalid Daoudi; Ali Khenchaf; Brigitte Hoeltzener; Driss Aboutajdine (IGARSS (4), 2009)

Improving Rainfall Estimation from Ground based Radar Measurements using Neural Networks. - Naheed Sajjad; Ali Khenchaf; Arnaud Coatanhay (IGARSS (1), 2009)

Suivi d'automobiles par classification hiérarchique. - Abdelmalek Toumi; Christophe Osswald; Ali Khenchaf (EGC, 2010)

Continuous belief functions and α-stable distributions. - Anthony Fiche; Arnaud Martin 001; Jean-Christophe Cexus; Ali Khenchaf (FUSION, 2010)

Bistatic Radar Cross Section of an complex target on sea surface. - Yacine Bennani; Ali Khenchaf; Fabrice Comblet; Ania Ali-Yahia (IGARSS, 2010)

Morphological-based source extraction method for HFSW radar ship detection. - Samuel Grosdidier; Alexandre Baussard; Ali Khenchaf (IGARSS, 2010)

The bistatic electromagnetic signature of heterogeneous sea surface: Study of the hydrodynamic phenomena. - Slah-Edine Ben Khadra; Ali Khenchaf (IGARSS, 2010)

Physical optics-based method to compute the radar signature of complex objects over a sea surface. - Majid Rochdi; Alexandre Baussard; Ali Khenchaf (IGARSS, 2010)

Pose estimation for ISAR image classification. - Mohamed Nabil Saidi; Abdelmalek Toumi; Ali Khenchaf; Brigitte Hoeltzener; Driss Aboutajdine (IGARSS, 2010)

Log-polar and polar image for recognition targets. - Abdelmalek Toumi; Ali Khenchaf (IGARSS, 2010)

Support vector regression of membership functions and belief functions - Application for pattern recognition. - Hicham Laanaya; Arnaud Martin 001; Driss Aboutajdine; Ali Khenchaf (Inf. Fusion, 2010)

HFSW Radar Model: Simulation and Measurement. - Samuel Grosdidier; Alexandre Baussard; Ali Khenchaf (IEEE Trans. Geosci. Remote. Sens., 2010)

Classification des aéronefs par estimation de la pose. - Mohamed Nabil Saidi; Abdelmalek Toumi; Ali Khenchaf; Driss Aboutajdine (EGC, 2011)

A Comparison between a Bayesian Approach and a Method Based on Continuous Belief Functions for Pattern Recognition. - Anthony Fiche; Arnaud Martin 001; Jean-Christophe Cexus; Ali Khenchaf (Belief Functions, 2012)

Short-term polynomial phase estimation: Application to radar signal in an electronic warfare context. - Florian Digne; Cédric Cornu; Alexandre Baussard; Ali Khenchaf; Daniel Jahan (EUSIPCO, 2012)

Characterization of em sea clutter with α-stable distribution. - Anthony Fiche; Jean-Christophe Cexus; Ali Khenchaf; Majid Rochdi; Arnaud Martin 001 (IGARSS, 2012)

A statistical model of sea clutter in panchromatic high resolution images. - Guillaume Jubelin; Ali Khenchaf (IGARSS, 2012)

Em bistatic scattering by sea surface and experimental study of the hydrodynamic phenomena. - Slah-Edine Ben Khadra; Ali Khenchaf; Kais B. Khadhra (IGARSS, 2012)

A retrieval system from inverse synthetic aperture radar images: Application to radar target recognition. - Abdelmalek Toumi; Ali Khenchaf; Brigitte Hoeltzener (Inf. Sci., 2012)

RCS of Complex Targets: Original Representation Validated by Measurements - Application to ISAR Imagery. - Yacine Bennani; Fabrice Comblet; Ali Khenchaf (IEEE Trans. Geosci. Remote. Sens., 2012)

Information quality evaluation in fusion systems. - Ion-George Todoran; Laurent Lecornu; Ali Khenchaf; Jean-Marc Le Caillec (FUSION, 2013)

Features modeling with an α-stable distribution: Application to pattern recognition based on continuous belief functions. - Anthony Fiche; Jean-Christophe Cexus; Arnaud Martin 001; Ali Khenchaf (Inf. Fusion, 2013)

Étude statistique du fouillis de mer à partir de lois alpha-stables. - Anthony Fiche; Ali Khenchaf; Jean-Christophe Cexus; Arnaud Martin 001; Majid Rochdi (Traitement du Signal, 2013)

Signature électromagnétigue des vagues déferlantes observées en configuration bistatique et en bande X. - Slah-Edine Ben Khadra; Ali Khenchaf (Traitement du Signal, 2013)

A Column Generation Based Label Correcting Approach for the Sensor Management in an Information Collection Process. - Duc Manh Nguyen 001; Frédéric Dambreville; Abdelmalek Toumi; Jean-Christophe Cexus; Ali Khenchaf (Advanced Computational Methods for Knowledge Engineering, 2013)

Multiscale algorithm for ship detection in mid, high and very high resolution optical imagery. - Guillaume Jubelin; Ali Khenchaf (IGARSS, 2014)

Prediction of water quality parameters from SAR images by using multivariate and texture analysis models. - Muntadher A. Shareef; Abdelmalek Toumi; Ali Khenchaf (SAR, 2014)

Estimation and characterization of physical and inorganic chemical indicators of water quality by using SAR images. - Muntadher A. Shareef; Abdelmalek Toumi; Ali Khenchaf (SAR, 2015)

A Methodology to Evaluate Important Dimensions of Information Quality in Systems. - Ion-George Todoran; Laurent Lecornu; Ali Khenchaf; Jean-Marc Le Caillec (ACM J. Data Inf. Qual., 2015)

A non-Gaussian statistical modeling of SIFT and DT-CWT for radar target recognition. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (AICCSA, 2016)

Assessment of inversion models for sea surface wind speed retrieval from Sentinel-1 data. - Tran Vu La; Ali Khenchaf; Fabrice Comblet; Carole E. Nahum (ATSIP, 2016)

Study of sensitivity in wind direction retrieval from Sentinel-1 images. - Tran Vu La; Ali Khenchaf; Fabrice Comblet; Carole E. Nahum (ATSIP, 2016)

Estimating of water quality parameters using SAR and thermal microwave remote sensing data. - Muntadher A. Shareef; Abdelmalek Toumi; Ali Khenchaf (ATSIP, 2016)

Target recognition using IFFT and MUSIC ISAR images. - Abdelmalek Toumi; Ali Khenchaf (ATSIP, 2016)

Aircraft recognition using a statistical model and sparse representation. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (BDAW, 2016)

Retrieval of Surface Wind Fields at High Spatial Resolutions from C-band Sentinel-1 Data. - Tran Vu La; Ali Khenchaf; Fabrice Comblet; Carole E. Nahum (BDAW, 2016)

Study of the Electromagnetic Scattering Models for Water Parameters Estimation from TerraSAR-X Images. - Soufiane Lamghari; Ali Khenchaf; Abdelmalek Toumi; Mohammed El Hassouni (BDAW, 2016)

Localization of radar emitters from a single sensor using multipath and TDOA-AOA measurements in a naval context. - Romain Giacometti; Alexandre Baussard; Daniel Jahan; Cédric Cornu; Ali Khenchaf; Jean-Michel Quellec (EUSIPCO, 2016)

Visual salient sift keypoints descriptors for automatic target recognition. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (EUVIP, 2016)

Comparison of inversion models of wind speed retrieval from C-band Sentinel-1 and X-band TerraSAR-X data. - Tran Vu La; Ali Khenchaf; Fabrice Comblet; Carole E. Nahum (IGARSS, 2016)

Sensitivity of sea wind direction retrieval from Sentinel-1 data with regard to spatial resolution and speckle noise. - Tran Vu La; Ali Khenchaf; Fabrice Comblet; Carole E. Nahum (IGARSS, 2016)

Gaussian beam summation method vs. Gaussian beam launching in high-frequency RCS of complex radar targets. - Papa Ousmane Leye; Ali Khenchaf; Philippe Pouliguen (IGARSS, 2016)

Saliency attention and sift keypoints combination for automatic target recognition on MSTAR dataset. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (ATSIP, 2017)

Overview of surface wind speed retrieval from C-band SAR images: Empirical and electromagnetic approaches. - Tran Vu La; Ali Khenchaf; Fabrice Comblet; Carole E. Nahum (ATSIP, 2017)

Classification parcimonieuse pour l'aide à la reconnaissance de cibles radar. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (EGC, 2017)

Detection and tracking targets under low SNR. - Naima Amrouche; Ali Khenchaf; Daoud Berkani (ICIT, 2017)

Comparison of empirical and electromagnetic geophysical model function for near-surface wind speed retrieval. - Tran Vu La; Ali Khenchaf; Fabrice Comblet; Carole E. Nahum (IGARSS, 2017)

Pirical approach for C-band VV-polarization wind vector retrieval from Sentinel-1 images. - Tran Vu La; Ali Khenchaf; Fabrice Comblet; Carole E. Nahum (IGARSS, 2017)

Target Recognition in Radar Images Using Weighted Statistical Dictionary-Based Sparse Representation. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (IEEE Geosci. Remote. Sens. Lett., 2017)

Exploitation of C-Band Sentinel-1 Images for High-Resolution Wind Field Retrieval in Coastal Zones (Iroise Coast, France). - Tran Vu La; Ali Khenchaf; Fabrice Comblet; Carole E. Nahum (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Classification of Radar Pulses in a Naval Warfare Context Using Bézier Curve Modeling of the Instantaneous Frequency Law. - Florian Digne; Alexandre Baussard; Ali Khenchaf; Cédric Cornu; Daniel Jahan (IEEE Trans. Aerosp. Electron. Syst., 2017)

Electromagnetic characterization of a polluted maritime surface. - Helmi Ghanmi; Ali Khenchaf; Fabrice Comblet (ATSIP, 2018)

Target recognition in ISAR images based on relative phases of complex wavelet coefficients and sparse classification. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (ATSIP, 2018)

Target classification using convolutional deep learning and auto-encoder models. - Sarra Zaied; Abdelmalek Toumi; Ali Khenchaf (ATSIP, 2018)

Aircraft Target Recognition Using Copula Joint Statistical Model and Sparse Representation Based Classification. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (IGARSS, 2018)

Normalized Radar Cross Sections of Sea Surface Estimated using Asymptotic and Semi-Empirical Methods Inc Band. - Honglei Zheng; Ali Khenchaf; Helmi Ghanmi; Yunhua Wang; Chaofang Zhao (IGARSS, 2018)

2D Teager-Kaiser Energy Operator for the translation motion compensation in ISAR signatures. - Jean-Christophe Cexus; Ali Khenchaf (ISIVC, 2018)

Radar Target Recognition Using Salient Keypoint Descriptors and Multitask Sparse Representation. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (Remote. Sens., 2018)

Sea Surface Monostatic and Bistatic EM Scattering Using SSA-1 and UAVSAR Data: Numerical Evaluation and Comparison Using Different Sea Spectra. - Honglei Zheng; Ali Khenchaf; Yunhua Wang; Helmi Ghanmi; Yanmin Zhang; Chaofang Zhao (Remote. Sens., 2018)

Investigation of EM Backscattering from Slick-Free and Slick-Covered Sea Surfaces Using the SSA-2 and SAR Images. - Honglei Zheng; Yanmin Zhang; Ali Khenchaf; Yunhua Wang; Helmi Ghanmi; Chaofang Zhao (Remote. Sens., 2018)

Assessment of Wind Speed Estimation From C-Band Sentinel-1 Images Using Empirical and Electromagnetic Models. - Tran Vu La; Ali Khenchaf; Fabrice Comblet; Carole E. Nahum (IEEE Trans. Geosci. Remote. Sens., 2018)

Microwave and Terahertz Em Wave Scattering From Oil-Water Complex Sea Surface at Small Incident Angles. - Honglei Zheng; Yanmin Zhang; Yunhua Wang; Ali Khenchaf (IGARSS, 2019)

Solving the Problem of Coordination and Control of Multiple UAVs by Using the Column Generation Method. - Duc Manh Nguyen 001; Frédéric Dambreville; Abdelmalek Toumi; Jean-Christophe Cexus; Ali Khenchaf (WCGO, 2019)

Ship Profile Imaging Using Multipath Backscattering. - Jean-Marc Le Caillec; Jérôme Habonneau; Ali Khenchaf (Remote. Sens., 2019)

Robust GPS/Galileo/GLONASS Data Fusion Using Extended Kalman Filter. - Tan Truong-Ngoc; Ali Khenchaf; Fabrice Comblet; Pierre Franck; Jean-Marc Champeyroux; Olivier Reichert (ATSIP, 2020)

Filter De-Noising Method Using Long Short-Term Memory. - Tan Truong-Ngoc; Ali Khenchaf; Fabrice Comblet; Pierre Franck; Jean-Marc Champeyroux; Olivier Reichert (ENC, 2020)

Simulation of Microwave Backscattering from Sea Surface Using an Improved Two-Scale Model. - Honglei Zheng; Jie Zhang 019; Ali Khenchaf; Yanmin Zhang; Yunhua Wang (IGARSS, 2020)

Multivariate copula statistical model and weighted sparse classification for radar image target recognition. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (Comput. Electr. Eng., 2020)

Assessment of Wind Direction Estimation Methods from SAR Images. - Alexandre Corazza; Ali Khenchaf; Fabrice Comblet (Remote. Sens., 2020)

Study on Non-Bragg Microwave Backscattering from Sea Surface Covered with and without Oil Film at Moderate Incidence Angles. - Honglei Zheng; Jie Zhang 019; Ali Khenchaf; Xiao-Ming Li 005 (Remote. Sens., 2021)

Theoretical Study on Microwave Scattering Mechanisms of Sea Surfaces Covered With and Without Oil Film for Incidence Angle Smaller Than 30°. - Honglei Zheng; Jie Zhang 019; Yanmin Zhang; Ali Khenchaf; Yunhua Wang (IEEE Trans. Geosci. Remote. Sens., 2021)

A proposal learning strategy on CNN architectures for targets classification. - Abdelmalek Toumi; Jean-Christophe Cexus; Ali Khenchaf (ATSIP, 2022)

A Two-Way Split-Step Wavelet Scheme for Tropospheric Long-Range Propagation in Various Environments. - Thomas Bonnafont; Othmane Benhmammouch; Ali Khenchaf (Remote. Sens., 2022)

Estimation of the Influence of a Noisy Environment on the Binary Decision Strategy in a Quantum Illumination Radar. - Sylvain Borderieux; Arnaud Coatanhay; Ali Khenchaf (Sensors, 2022)

Analysis of Small Sea-Surface Targets Detection Performance According to Airborne Radar Parameters in Abnormal Weather Environments. - Hamza Bounaceur; Ali Khenchaf; Jean-Marc Le Caillec (Sensors, 2022)

Retrieving Oil-Water Mixture Ratios of Marine Oil Spills From L-Band SAR Imagery. - Honglei Zheng; Chunyu Gou; Ali Khenchaf; Yunhua Wang; Yanmin Zhang (IEEE Trans. Geosci. Remote. Sens., 2022)

Application de l'IA au désentrelacement de formes d'onde radar. - Louis Lesieur; Vincent Guardia; Ali Khenchaf; Jean-Marc Le Caillec; Cédric Cornu; Abdelmalek Toumi (APIA, 2023)

Computing the Radar Cross-Section of Dielectric Targets Using the Gaussian Beam Summation Method. - Mira Kaissar Abboud; Ali Khenchaf; Philippe Pouliguen; Thomas Bonnafont (Remote. Sens., 2023)

Sensitivity of Shipborne GNSS Estimates to Processing Modeling Based on Simulated Dataset. - Aurélie Panetier; Pierre Bosser; Ali Khenchaf (Sensors, 2023)

Comparative performances of CNN models for SAR Targets classification. - Abdelmalek Toumi; Jean-Christophe Cexus; Ali Khenchaf (ATSIP, 2024)

Long-Range Electromagnetic Propagation Above a Polluted Sea Surface: Hybrid Modeling. - Thomas Bonnafont; Ali Khenchaf (IEEE Geosci. Remote. Sens. Lett., 2024)

An Overview and Classification of Machine Learning Approaches for Radar Signal Deinterleaving. - Louis Lesieur; Jean-Marc Le Caillec; Ali Khenchaf; Vincent Guardia; Abdelmalek Toumi (IEEE Access, 2025)