Use of the Evidence Theory to Combine Change Detection Indices and a priori Information. - Sylvie Le Hégarat-Mascle; Abdelaziz Kallel; Laurence Hubert-Moy; Samuel Corgne (IGARSS, 2006)

Canopy Bidirectional Reflectance Calculation based on adding method and SAIL formalism. - Abdelaziz Kallel; Sylvie Le Hégarat-Mascle; Catherine Ottlé; Laurence Hubert-Moy (IGARSS, 2007)

Use of Ant Colony Optimization for Finding Neighborhoods in Image Non-stationary Markov Random Field Classification. - Sylvie Le Hégarat-Mascle; Abdelaziz Kallel; Xavier Descombes (PReMI, 2007)

Ant Colony Optimization for Image Regularization Based on a Nonstationary Markov Modeling. - Sylvie Le Hégarat-Mascle; Abdelaziz Kallel; Xavier Descombes (IEEE Trans. Image Process., 2007)

Subpixel Temperature Estimation from Low Resolution Thermal Infrared Remote Sensing. - Catherine Ottlé; Abdelaziz Kallel; Guillaume Monteil; Sylvie Le Hégarat-Mascle; Benoit Coudert (IGARSS (3), 2008)

Fusion of Vegetation Indices Using Continuous Belief Functions and Cautious-Adaptive Combination Rule. - Abdelaziz Kallel; Sylvie Le Hégarat-Mascle; Laurence Hubert-Moy; Catherine Ottlé (IEEE Trans. Geosci. Remote. Sens., 2008)

Combination of partially non-distinct beliefs: The cautious-adaptive rule. - Abdelaziz Kallel; Sylvie Le Hégarat-Mascle (Int. J. Approx. Reason., 2009)

Dynamic estimation of the discernment frame in belief function theory. - Wafa Rekik; Sylvie Le Hégarat-Mascle; Roger Reynaud; Abdelaziz Kallel; Ahmed Ben Hamida (FUSION, 2013)

Surface Temperature Downscaling From Multiresolution Instruments Based on Markov Models. - Abdelaziz Kallel; Catherine Ottlé; Sylvie Le Hégarat-Mascle; Fabienne Maignan; Dominique Courault (IEEE Trans. Geosci. Remote. Sens., 2013)

Adaptive based method for multispectral image pansharpening: Application to Quickbird data sets. - Tijani Delleji; Abdelaziz Kallel; Ahmed Ben Hamida (ATSIP, 2014)

Image pansharpening: Comparison of methods based on multiresolution analysis and component substitution. - Hind Hallabia; Abdelaziz Kallel; Ahmed Ben Hamida (ATSIP, 2014)

Genetic Particle Smoother thermal sharpener: Methodology and application to pseudo-observations. - Rihab Mechri; Catherine Ottlé; Olivier Pannekoucke; Abdelaziz Kallel (ATSIP, 2014)

Sequential object detection using belief function theory. - Wafa Rekik; Sylvie Le Hégarat-Mascle; Roger Reynaud; Abdelaziz Kallel; Ahmed Ben Hamida (ATSIP, 2014)

Data Association for Object Enumeration Using Belief Function Theory. - Wafa Rekik; Sylvie Le Hégarat-Mascle; Cyrille André; Abdelaziz Kallel; Roger Reynaud; Ahmed Ben Hamida (Belief Functions, 2014)

Object reconstruction in an image based on belief function representation. - Wafa Rekik; Sylvie Le Hégarat-Mascle; Cyrille André; Abdelaziz Kallel; Roger Reynaud; A. Ben Hamidd (ICIP, 2014)

Dynamic estimation of the discernment frame in belief function theory: Application to object detection. - Wafa Rekik; Sylvie Le Hégarat-Mascle; Roger Reynaud; Abdelaziz Kallel; Ahmed Ben Hamida (Inf. Sci., 2015)

MTF-Adjusted Pansharpening Approach Based on Coupled Multiresolution Decompositions. - Abdelaziz Kallel (IEEE Trans. Geosci. Remote. Sens., 2015)

Inversion of vegetation canopy reflectance based on variationnel multiscale approach. - Sihem Châabouni; Abdelaziz Kallel (ATSIP, 2016)

Modeling specular reflectance and polarization in DART model for simulating remote sensing images of natural and urban landscapes. - Jean-Philippe Gastellu-Etchegorry; Nicolas Lauret; Tiangang Yin; Josselin Aval; Abdelaziz Kallel; Lucas Landier; Ahmad Al Bitar; Jordan Guilleux; Christopher Jan; Eric Chavanon (ATSIP, 2016)

A remote sensing fusion approach using MTF-adjusted filter banks. - Hind Hallabia; Abdelaziz Kallel; Ahmed Ben Hamida (ATSIP, 2016)

Variational multiscale approach to LAI profile inversion based on LiDAR full waveform measurements. - Sahar Ben Hmida; Abdelaziz Kallel; Jean-Philippe Gastellu-Etchegorry; Ahmed Ben Hamida (ATSIP, 2016)

3-D vector radiative transfer for vegetation cover polarized BRDF modeling. - Abdelaziz Kallel; Jean-Philippe Gastellu-Etchegorry (ATSIP, 2016)

Dynamic object construction using belief function theory. - Wafa Rekik; Sylvie Le Hégarat-Mascle; Roger Reynaud; Abdelaziz Kallel; Ahmed Ben Hamida (Inf. Sci., 2016)

High spectral quality pansharpening approach based on MTF-matched filter banks. - Hind Hallabia; Abdelaziz Kallel; Ahmed Ben Hamida; Sylvie Le Hégarat-Mascle (Multidimens. Syst. Signal Process., 2016)

Downscaling Meteosat Land Surface Temperature over a Heterogeneous Landscape Using a Data Assimilation Approach. - Rihab Mechri; Catherine Ottlé; Olivier Pannekoucke; Abdelaziz Kallel; Fabienne Maignan; Dominique Courault; Isabel F. Trigo (Remote. Sens., 2016)

Lidar full waveform inversion to estimate maize and wheat crops biophysical properties. - Sahar Ben Hmida; Abdelaziz Kallel; Jean-Philippe Gastellu-Etchegorry; Jean-Louis Roujean; Mehrez Zribi (IGARSS, 2017)

DART: Recent Advances in Remote Sensing Data Modeling With Atmosphere, Polarization, and Chlorophyll Fluorescence. - Jean-Philippe Gastellu-Etchegorry; Nicolas Lauret; Tiangang Yin; Lucas Landier; Abdelaziz Kallel; Zbynek Malenovský; Ahmad Al Bitar; Josselin Aval; Sahar Ben Hmida; Jianbo Qi; Ghania Medjdoub; Jordan Guilleux; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Crop Biophysical Properties Estimation Based on LiDAR Full-Waveform Inversion Using the DART RTM. - Sahar Ben Hmida; Abdelaziz Kallel; Jean-Philippe Gastellu-Etchegorry; Jean-Louis Roujean (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Bayesian inversion technique of olive tree biophysical properties using Sentinel-2 images. - Hana Abdelmoula; Abdelaziz Kallel; Jean-Louis Roujean; Sihem Châabouni; Kamel Gargouri; Mohamed Ghrab; Jean-Philippe Gastellu-Etchegorry; Nicolas Lauret (ATSIP, 2018)

Forecasting of the normalized difference vegetation index time series in Jbeniana. - Marwa Hachicha; Mahdi Louati; Abdelaziz Kallel (ATSIP, 2018)

Leaf polarized 3-D vector RT modeling simulation based on Monte Carlo sampling. - Abdelaziz Kallel (ATSIP, 2018)

Detection of forest strata volume using LiDAR data. - Ameni Mkaouar; Abdelaziz Kallel; Rima Guidara; Zouhaier Ben Rabah (ATSIP, 2018)

Olive Biophysical Property Estimation Based on Sentinel-2 Image Inversion. - Hana Abdelmoula; Abdelaziz Kallel; Jean-Louis Roujean; Sihem Châabouni; Kamel Gargouri; Mohamed Ghrab; Jean-Philippe Gastellu-Etchegorry; Nicolas Lauret (IGARSS, 2018)

Estimation of Foliage Structure Properties Using TLS Data. - Ameni Mkaouar; Abdelaziz Kallel; Rima Guidara; Zouhaier Ben Rabah; Thouraya Sahli; Jianbo Qi; Jean-Philippe Gastellu-Etchegorry (IGARSS, 2019)

Analysis of Coding and Transfer of Arien Video Sequences from H.264 Standard. - Donia Ammous; Abdelaziz Kallel; Fahmi Kammoun; Nouri Masmoudi (ATSIP, 2020)

Soil Moisture Estimation at 500m using Sentinel-1: application to African sites. - Myriam Foucras; Mehrez Zribi; Abdelaziz Kallel (ATSIP, 2020)

Why To Model Remote Sensing Measurements In 3d? Recent Advances In Dart: Atmosphere, Topography, Large Landscape, Chlorophyll Fluorescence And Satellite Image Inversion. - Jean-Philippe Gastellu-Etchegorry; Yingjie Wang; Omar Regaieg; Tiangang Yin; Zbynek Malenovský; Zhijun Zhen; Xuebo Yang; Zhu Tao; Lucas Landier; Ahmad Al Bitar; Adrien Deschamps; Nicolas Lauret; et al. (ATSIP, 2020)

Recent Improvements in the Dart Model for Atmosphere, Topography, Large Landscape, Chlorophyll Fluorescence, Satellite Image Inversion. - Jean-Philippe Gastellu-Etchegorry; Yingjie Wang; Omar Regaieg; Tiangang Yin; Zbynek Malenovský; Zhijun Zhen; Xuebo Yang; Zhu Tao; Lucas Landier; Ahmad Al Bitar; Adrien Deschamps; Nicolas Lauret; et al. (IGARSS, 2020)

Prediction of Plant Growth Based on Statistical Measurements Using Satellite Image Time Series. - Marwa Hachicha; Mahdi Louati; Abdelaziz Kallel; Jean-Philippe Gastellu-Etchegorry (IGARSS, 2020)

Simulation of Solar-Induced Chlorophyll Fluorescence from 3D Canopies with the Dart Model. - Omar Regaieg; Yingjie Wang; Zbynek Malenovský; Tiangang Yin; Abdelaziz Kallel; J. Duran N.; A. Delavois; Jianbo Qi; Eric Chavanon; Nicolas Lauret; Jordan Guilleux; Bruce D. Cook; et al. (IGARSS, 2020)

End-to-End Spectral-Temporal Fusion Using Convolutional Neural Network. - Tayeb Benzenati; Abdelaziz Kallel; Yousri Kessentini (MedPRAI, 2020)

Generalized Laplacian Pyramid Pan-Sharpening Gain Injection Prediction Based on CNN. - Tayeb Benzenati; Yousri Kessentini; Abdelaziz Kallel; Hind Hallabia (IEEE Geosci. Remote. Sens. Lett., 2020)

Bayesian sparse regularization for parallel MRI reconstruction using complex Bernoulli-Laplace mixture priors. - Siwar Chaabene; Lotfi Chaâri; Abdelaziz Kallel (Signal Image Video Process., 2020)

Improving retrieval of crop biophysical properties in dryland areas using a multi-scale variational RTM inversion approach. - Sihem Châabouni; Abdelaziz Kallel; Rasmus Houborg (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Dynamic Retrieval of Olive Tree Properties Using Bayesian Model and Sentinel-2 Images. - Hana Abdelmoula; Abdelaziz Kallel; Jean-Louis Roujean; Jean-Philippe Gastellu-Etchegorry (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Joint Estimation of Leaf Area Density and Leaf Angle Distribution Using TLS Point Cloud for Forest Stands. - Ameni Mkaouar; Abdelaziz Kallel; Zouhaier Ben Rabah; Thouraya Sahli Chahed (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Two Stages Pan-Sharpening Details Injection Approach Based on Very Deep Residual Networks. - Tayeb Benzenati; Abdelaziz Kallel; Yousri Kessentini (IEEE Trans. Geosci. Remote. Sens., 2021)

Olive tree and shadow instance segmentation based on Detectron2. - Asma Ben Abdallah; Abdelaziz Kallel; Mouna Dammak; Ahmed Ben Ali (ATSIP, 2022)

Olive Tree Health Monitoring Approach Using Satellite Images and Based on Artificial Intelligence: Toward Automatic Olive Stress Detection Solution. - Achraf Makhloufi; Hana Abdelmoula; Asma Ben Abdallah; Abdelaziz Kallel (IGARSS, 2022)

The SMOS-HR Mission: Science Case and Project Status. - Nemesio J. Rodríguez-Fernández; Eric Anterrieu; Jacqueline Boutin; Alexandre Supply; Gilles Reverdin; G. Alory; Elisabeth Rémy; Ghislain Picard; Thierry Pellarin; Philippe Richaume; Arnaud Mialon; Ali Khazaal; et al. (IGARSS, 2022)

Pansharpening approach via two-stream detail injection based on relativistic generative adversarial networks. - Tayeb Benzenati; Yousri Kessentini; Abdelaziz Kallel (Expert Syst. Appl., 2022)

An Upgraded-YOLO with Object Augmentation: Mini-UAV Detection Under Low-Visibility Conditions by Improving Deep Neural Networks. - Tijeni Delleji; Feten Slimeni; Hèdi Fekih; Achref Jarray; Wadi Boughanmi; Abdelaziz Kallel; Zied Chtourou (Oper. Res. Forum, 2022)

Estimation of Olive Tree Properties from Satellite Images using Variational Inversion of an ANN based Emulator of a Radiative Transfer Model. - Hana Abdelmoula; Sihem Châabouni; Achraf Makhloufi; Abdelaziz Kallel (CW, 2023)

Super-Resolution of UAVs Thermal Images Guided by Visible Images. - Hèdi Fkih; Abdelaziz Kallel; Zied Chtourou (CW, 2023)

DART: a 3D radiative transfer model for urban studies. - Zhijun Zhen; Najmeddine Benromdhane; Abdelaziz Kallel; Yingjie Wang; Omar Regaieg; Paul Boitard; Lucas Landier; Eric Chavanon; Nicolas Lauret; Jordan Guilleux; Tiangang Yin; Jonathan León-Tavares; et al. (JURSE, 2023)

Near-infrared Lipreading System for Driver-Car Interaction. - Samar Daou; Ahmed Rekik; Achraf Ben-Hamadou; Abdelaziz Kallel (VISIGRAPP (4: VISAPP), 2023)

Spectral-Temporal Fusion of Satellite Images via an End-to-End Two-Stream Attention With an Effective Reconstruction Network. - Tayeb Benzenati; Yousri Kessentini; Abdelaziz Kallel (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Physics-Based Fusion of Sentinel-2 and Sentinel-3 for Higher Resolution Vegetation Monitoring. - Abdelaziz Kallel; Mauro Dalla Mura; Sana Fakhfakh; Najmeddine Ben Romdhane (IEEE Trans. Geosci. Remote. Sens., 2023)

Inversion of a New Designed ANN-Based 3-D-RTM Emulator by Continuous MCMC Technique to Monitor Crop Biophysical Properties Using Sentinel-2 Images. - Achraf Makhloufi; Abdelaziz Kallel (IEEE Trans. Geosci. Remote. Sens., 2023)

Transfer Learning for Limited-Data Infra-Red Lipreading Model Training. - Samar Daou; Achraf Ben-Hamadou; Ahmed Rekik; Abdelaziz Kallel (AICCSA, 2024)

Segmentation of Fruits and Leaves in Olive Branch Image Using AI Based Approach: Toward Yield Estimation. - Achraf Makhloufi; Mouna Dammak; Abdelaziz Kallel (AICCSA, 2024)

Detection and Classification of Olive Leaves Diseases Using Machine Learning Algorithms. - Mouna Dammak; Achraf Makhloufi; Badii Louati; Abdelaziz Kallel (ICCCI (1), 2024)

Towards Multi-Task Height Estimation from Monocular Remote Sensing Imagery. - Mariem Oualha; Houda Chaabouni-Chouayakh; Abdelaziz Kallel; Hossein Arefi (IGARSS, 2024)

Cross-Attention Fusion of Visual and Geometric Features for Large Vocabulary Arabic Lipreading. - Samar Daou; Ahmed Rekik; Achraf Ben-Hamadou; Abdelaziz Kallel (CoRR, 2024)

Multi-scale transformer network for super-resolution of visible and thermal air images. - Hèdi Fkih; Abdelaziz Kallel; Zied Chtourou (Intell. Syst. Appl., 2024)

STF-Trans: A two-stream spatiotemporal fusion transformer for very high resolution satellites images. - Tayeb Benzenati; Abdelaziz Kallel; Yousri Kessentini (Neurocomputing, 2024)

Mapping urban scene elements optical properties using a gradient-driven 3D radiative transfer model. - Jean-Philippe Gastellu-Etchegorry; Zhijun Zhen; Johan Hedman; Yingjie Wang; Abdelaziz Kallel; Jonathan León-Tavares; Nicolas Lauret; Eric Chavanon; Jordan Guilleux; Tiangang Yin (JURSE, 2025)