Abdelaziz Kallel

According to our database, Abdelaziz Kallel authored at least 64 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

STF-Trans: A two-stream spatiotemporal fusion transformer for very high resolution satellites images.

Tayeb Benzenati, Abdelaziz Kallel, Yousri Kessentini

Neurocomputing, January, 2024

Multi-scale transformer network for super-resolution of visible and thermal air images.

Hèdi Fkih, Abdelaziz Kallel, Zied Chtourou

Intell. Syst. Appl., 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

Towards Multi-Task Height Estimation from Monocular Remote Sensing Imagery.

Mariem Oualha, Houda Chaabouni-Chouayakh, Abdelaziz Kallel, Hossein Arefi

Proceedings of the IGARSS 2024, 2024

Detection and Classification of Olive Leaves Diseases Using Machine Learning Algorithms.

Mouna Dammak, Achraf Makhloufi, Badii Louati, Abdelaziz Kallel

Proceedings of the Computational Collective Intelligence - 16th International Conference, 2024

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

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

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

Near-infrared Lipreading System for Driver-Car Interaction.

Samar Daou, Ahmed Rekik, Achraf Ben-Hamadou, Abdelaziz Kallel

Proceedings of the 18th International Joint Conference on Computer Vision, 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, Jean-Philippe Gastellu-Etchegorry

Proceedings of the Joint Urban Remote Sensing Event, 2023

Super-Resolution of UAVs Thermal Images Guided by Visible Images.

Hèdi Fkih, Abdelaziz Kallel, Zied Chtourou

Proceedings of the International Conference on Cyberworlds, 2023

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

Proceedings of the International Conference on Cyberworlds, 2023

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, November, 2022

Pansharpening approach via two-stream detail injection based on relativistic generative adversarial networks.

Tayeb Benzenati, Yousri Kessentini, Abdelaziz Kallel

Expert Syst. Appl., 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, Ahmad Al Bitar, Raquel Rodriguez Suquet, Louise Yu, Patrice Gonzalez, Cécile Cheymol, Thierry Amiot, Philippe Maisongrande, Nicolas Jeannin, Thibaut Decoopman, Abdelaziz Kallel, Jean-Michel Morel, Miguel Colom, Max Dunitz, Clovis Thouvenin-Masson, L. Olivier, Yann H. Kerr

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Olive tree and shadow instance segmentation based on Detectron2.

Asma Ben Abdallah, Abdelaziz Kallel, Mouna Dammak, Ahmed Ben Ali

Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

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

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

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

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

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

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

End-to-End Spectral-Temporal Fusion Using Convolutional Neural Network.

Tayeb Benzenati, Abdelaziz Kallel, Yousri Kessentini

Proceedings of the Pattern Recognition and Artificial Intelligence, 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, Douglas C. Morton, Jean-Philippe Gastellu-Etchegorry

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Prediction of Plant Growth Based on Statistical Measurements Using Satellite Image Time Series.

Marwa Hachicha, Mahdi Louati, Abdelaziz Kallel, Jean-Philippe Gastellu-Etchegorry

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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, Jordan Guilleux, Eric Chavanon, Biao Cao, Jianbo Qi, Abdelaziz Kallel, Zina Mitraka, Nektarios Chrysoulakis, Bruce D. Cook, Douglas C. Morton

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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, Jordan Guilleux, Eric Chavanon, Biao Cao, Jianbo Qi, Abdelaziz Kallel, Zina Mitraka, Nektarios Chrysoulakis, Bruce D. Cook, Douglas C. Morton

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

Soil Moisture Estimation at 500m using Sentinel-1: application to African sites.

Myriam Foucras, Mehrez Zribi, Abdelaziz Kallel

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

Analysis of Coding and Transfer of Arien Video Sequences from H.264 Standard.

Donia Ammous, Abdelaziz Kallel, Fahmi Kammoun, Nouri Masmoudi

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

2019

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

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

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

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Detection of forest strata volume using LiDAR data.

Ameni Mkaouar, Abdelaziz Kallel, Rima Guidara, Zouhaier Ben Rabah

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Leaf polarized 3-D vector RT modeling simulation based on Monte Carlo sampling.

Abdelaziz Kallel

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Forecasting of the normalized difference vegetation index time series in Jbeniana.

Marwa Hachicha, Mahdi Louati, Abdelaziz Kallel

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

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

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

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

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, Eric Chavanon, Bruce D. Cook, Douglas C. Morton, Nektarios Chrysoulakis, Zina Mitraka

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

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

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

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

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

Dynamic object construction using belief function theory.

Wafa Rekik, Sylvie Le Hégarat-Mascle, Roger Reynaud, Abdelaziz Kallel, Ahmed Ben Hamida

Inf. Sci., 2016

3-D vector radiative transfer for vegetation cover polarized BRDF modeling.

Abdelaziz Kallel, Jean-Philippe Gastellu-Etchegorry

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 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

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

A remote sensing fusion approach using MTF-adjusted filter banks.

Hind Hallabia, Abdelaziz Kallel, Ahmed Ben Hamida

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 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

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Inversion of vegetation canopy reflectance based on variationnel multiscale approach.

Sihem Châabouni, Abdelaziz Kallel

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

2015

MTF-Adjusted Pansharpening Approach Based on Coupled Multiresolution Decompositions.

Abdelaziz Kallel

IEEE Trans. Geosci. Remote. Sens., 2015

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

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

Proceedings of the 2014 IEEE International Conference on Image Processing, 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

Proceedings of the Belief Functions: Theory and Applications, 2014

Sequential object detection using belief function theory.

Wafa Rekik, Sylvie Le Hégarat-Mascle, Roger Reynaud, Abdelaziz Kallel, Ahmed Ben Hamida

Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

Genetic Particle Smoother thermal sharpener: Methodology and application to pseudo-observations.

Rihab Mechri, Catherine Ottlé, Olivier Pannekoucke, Abdelaziz Kallel

Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

Image pansharpening: Comparison of methods based on multiresolution analysis and component substitution.

Hind Hallabia, Abdelaziz Kallel, Ahmed Ben Hamida

Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

Adaptive based method for multispectral image pansharpening: Application to Quickbird data sets.

Tijani Delleji, Abdelaziz Kallel, Ahmed Ben Hamida

Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

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

Dynamic estimation of the discernment frame in belief function theory.

Wafa Rekik, Sylvie Le Hégarat-Mascle, Roger Reynaud, Abdelaziz Kallel, Ahmed Ben Hamida

Proceedings of the 16th International Conference on Information Fusion, 2013

2009

Combination of partially non-distinct beliefs: The cautious-adaptive rule.

Abdelaziz Kallel, Sylvie Le Hégarat-Mascle

Int. J. Approx. Reason., 2009

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

Subpixel Temperature Estimation from Low Resolution Thermal Infrared Remote Sensing.

Catherine Ottlé, Abdelaziz Kallel, Guillaume Monteil, Sylvie Le Hégarat-Mascle, Benoit Coudert

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

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

Use of Ant Colony Optimization for Finding Neighborhoods in Image Non-stationary Markov Random Field Classification.

Sylvie Le Hégarat-Mascle, Abdelaziz Kallel, Xavier Descombes

Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Canopy Bidirectional Reflectance Calculation based on adding method and SAIL formalism.

Abdelaziz Kallel, Sylvie Le Hégarat-Mascle, Catherine Ottlé, Laurence Hubert-Moy

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006

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

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006