Home › Researcher directory › Abdelaziz Kallel
Abdelaziz Kallel
Affiliation : Digital Research Centre of Sfax
- 92Publications (affiliation in Tunisia)
- 131Total publications
- 1764Citations
- 20h-index
Research profile
Abdelaziz Kallel has 92 indexed publications (2012–2026). Their work appears mainly in “International Conference on Advanced Technologies for Signal and Image Processing”, “Remote Sensing of Environment” and “IEEE International Geoscience and Remote Sensing Symposium (IGARSS)”. Their most cited article, “DART: Recent Advances in Remote Sensing Data Modeling With Atmosphere, Polarization, and Chlorophyll Fluorescence” (2017), has been cited 234 times. 22 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in France, Algeria.
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Create my free profile Add my publicationsResearch areas
- Remote Sensing in Agriculture
- Remote Sensing and LiDAR Applications
- Remote-Sensing Image Classification
- Soil Moisture and Remote Sensing
- Advanced Image Fusion Techniques
Publications (92)
- Olive grove satellite images segmentation based on adapted Segment Anything Model and mixture of multi-resolution experts
- Derivative of canopy reflectance with respect to leaf density: A probabilistic rendering framework
- Progressive Diffusion Model for UAVs Image Generation
- PIQA-Tr: a transformer-based model for no-reference pan-sharpened image quality assessment
- CANOPI: A Unified Probabilistic Rendering Model for Canopy Reflectance and its Derivatives-Bridging the Gap between Forward and Inverse Modeling
- A gradient-based 3D nonlinear spectral model for providing components optical properties of mixed pixels in shortwave urban images
- Canopy BRDF differentiation on LAI based on Monte Carlo Ray Tracing
- Cross-Attention Fusion of Visual and Geometric Features for Large-Vocabulary Arabic Lipreading
- A gradient-based nonlinear multi-pixel physical method for simultaneously separating component temperature and emissivity from nonisothermal mixed pixels with DART
- Refining satellite laser altimetry geolocation through full-waveform radiative transfer modeling and matching
- DART 3D Radiative Transfer Modeling Applied to RAMI Forests – Part 1: Assessing Canopy Structure Effects on Directional TIR Emissivity
- Canopy Radiative Transfer Modeling
- Mapping urban scene elements optical properties using a gradient-driven 3D radiative transfer model
- Estimating olive leaf traits from spectrometer data using PROSPECT inversion methods with variable Refractive Index
- 3D Monte Carlo differentiable radiative transfer with DART
- Leaf properties estimation enhancement over heterogeneous vegetation by correcting for terrestrial laser scanning beam divergence effect
- Towards Multi-Task Height Estimation from Monocular Remote Sensing Imagery
- Detection and Classification of Olive Leaves Diseases Using Machine Learning Algorithms
- TRUST-DART: Land Surfaces Temperature and Emissivity Nonlinear Mapping from Nonisothermal Mixed Pixels of Satellite Images with the DART 3D Radiative Transfer Model
- Multi-scale transformer network for super-resolution of visible and thermal air images
- Segmentation of Fruits and Leaves in Olive Branch Image Using AI Based Approach: Toward Yield Estimation
- Transfer Learning for Limited-Data Infra-Red Lipreading Model Training
- STF-Trans: A two-stream spatiotemporal fusion transformer for very high resolution satellites images
- Inversion of a New Designed ANN-Based 3-D-RTM Emulator by Continuous MCMC Technique to Monitor Crop Biophysical Properties Using Sentinel-2 Images
- Physics-Based Fusion of Sentinel-2 and Sentinel-3 for Higher Resolution Vegetation Monitoring
- DART: a 3D radiative transfer model for urban studies
- 3D Monte Carlo surface-atmosphere radiative transfer modelling with DART
- Near-infrared Lipreading System for Driver-Car Interaction
- Spectral–Temporal Fusion of Satellite Images via an End-to-End Two-Stream Attention With an Effective Reconstruction Network
- A Statistical Study of Arien Sequences for an H.264 Prediction Module Lower Complexity
- Estimation of Olive Tree Properties from Satellite Images using Variational Inversion of an ANN based Emulator of a Radiative Transfer Model
- Super-Resolution of UAVs Thermal Images Guided by Visible Images
- DART-Lux: An unbiased and rapid Monte Carlo radiative transfer method for simulating remote sensing images
- An Upgraded-YOLO with Object Augmentation: Mini-UAV Detection Under Low-Visibility Conditions by Improving Deep Neural Networks
- Olive tree and shadow instance segmentation based on Detectron2
- Olive Tree Health Monitoring Approach Using Satellite Images and Based on Artificial Intelligence: Toward Automatic Olive Stress Detection Solution
- Olive tree health monitoring approach using satellite images and based on Artificial Intelligence
- Pansharpening approach via two-stream detail injection based on relativistic generative adversarial networks
- Retrieval of olive tree biophysical properties from Sentinel-2 time series based on physical modelling and machine learning technique
- Joint Estimation of Leaf Area Density and Leaf Angle Distribution Using TLS Point Cloud for Forest Stands
- Dynamic Retrieval of Olive Tree Properties Using Bayesian Model and Sentinel-2 Images
- Mediterranean faunal evolution and biochronological events during the last 24 kyr
- Prediction of plant growth based on statistical methods and remote sensing data
- End-to-End Spectral-Temporal Fusion Using Convolutional Neural Network
- Two Stages Pan-Sharpening Details Injection Approach Based on Very Deep Residual Networks
- FluLCVRT: Reflectance and fluorescence of leaf and canopy modeling based on Monte Carlo vector radiative transfer simulation
- Improving retrieval of crop biophysical properties in dryland areas using a multi-scale variational RTM inversion approach
- Recent Improvements in the Dart Model for Atmosphere, Topography, Large Landscape, Chlorophyll Fluorescence, Satellite Image Inversion
- Why To Model Remote Sensing Measurements In 3d? Recent Advances In Dart: Atmosphere, Topography, Large Landscape, Chlorophyll Fluorescence And Satellite Image Inversion
- Analysis of Coding and Transfer of Arien Video Sequences from H.264 Standard
- Simulation of Solar-Induced Chlorophyll Fluorescence from 3D Canopies with the Dart Model
- Soil Moisture Estimation at 500m using Sentinel-1: application to African sites
- Prediction of Plant Growth Based on Statistical Measurements Using Satellite Image Time Series
- Remote Sensing: An Advanced Technique for Crop Condition Assessment
- Generalized Laplacian Pyramid Pan-Sharpening Gain Injection Prediction Based on CNN
- Applications of Remote Sensing in Pest Monitoring and Crop Management
- Two-scale Monte Carlo ray tracing for canopy-leaf vector radiative transfer coupling
- Hyperspectral Analysis for a Robust Assessment of Soil Properties Using Adapted PLSR Method
- Bayesian sparse regularization for parallel MRI reconstruction using complex Bernoulli–Laplace mixture priors
- Leaf polarized BRDF simulation based on Monte Carlo 3-D vector RT modeling
- Olive Biophysical Property Estimation Based on Sentinel-2 Image Inversion
- Detection of forest strata volume using LiDAR data
- Sparse Bayesian pMRI reconstruction with complex Bernoulli-Laplace mixture priors
- Forecasting of the normalized difference vegetation index time series in Jbeniana
- Bayesian inversion technique of olive tree biophysical properties using Sentinel-2 images
- Leaf polarized 3-D vector RT modeling simulation based on Monte Carlo sampling
- DART: Recent Advances in Remote Sensing Data Modeling With Atmosphere, Polarization, and Chlorophyll Fluorescence
- Crop Biophysical Properties Estimation Based on LiDAR Full-Waveform Inversion Using the DART RTM
- Lidar full waveform inversion to estimate maize and wheat crops biophysical properties
- Multiresolution Filter Banks for Pansharpening Application
- Canopy polarized BRDF simulation based on non-stationary Monte Carlo 3-D vector RT modeling
- High spectral quality pansharpening approach based on MTF-matched filter banks
- Dynamic object construction using belief function theory
- Iterative scheme for MS image pansharpening based on the combination of multi-resolution decompositions
- Downscaling Meteosat Land Surface Temperature over a Heterogeneous Landscape Using a Data Assimilation Approach
- Variational multiscale approach to LAI profile inversion based on LiDAR full waveform measurements
- Inversion of vegetation canopy reflectance based on variationnel multiscale approach
- 3-D vector radiative transfer for vegetation cover polarized BRDF modeling
- Modeling specular reflectance and polarization in DART model for simulating remote sensing images of natural and urban landscapes
- A remote sensing fusion approach using MTF-adjusted filter banks
- Scientific Committee
- Dynamic estimation of the discernment frame in belief function theory: Application to object detection
- MTF-Adjusted Pansharpening Approach Based on Coupled Multiresolution Decompositions
- Genetic particle filter application to land surface temperature downscaling
- Multispectral image adaptive pansharpening based on wavelet transformation and NMDB approaches
- Image pansharpening: Comparison of methods based on multiresolution analysis and component substitution
- Data Association for Object Enumeration Using Belief Function Theory
- Object reconstruction in an image based on belief function representation
- Sequential object detection using belief function theory
- Adaptive based method for multispectral image pansharpening: Application to Quickbird data sets
- Dynamic estimation of the discernment frame in belief function theory
- Surface Temperature Downscaling From Multiresolution Instruments Based on Markov Models
Publication venues
- International Conference on Advanced Technologies for Signal and Image Processing × 16
- Remote Sensing of Environment × 8
- IEEE International Geoscience and Remote Sensing Symposium (IGARSS) × 7
- IEEE Transactions on Geoscience and Remote Sensing × 5
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing × 5
- Journal of Quantitative Spectroscopy and Radiative Transfer × 4
Publications per year
- 20265
- 20259
- 20248
- 202310
- 20225
- 20217
- 20209
- 20196
- 20187
- 20174
Collaborations
Partner institutions : University of Sfax · National School of Electronics and Telecommunications of Sfax, Tunisia · Centre d'Études Spatiales de la Biosphère · Université de Toulouse · Centre National de la Cartographie et de la teledetection
Co-authors’ countries : France · Algeria
Co-authors
- Ahmed Ben Hamida
- Yousri Kessentini
- Tayeb Benzenati
- Achraf Makhloufi
- Sihem Châabouni
- Hana Abdelmoula
- Hind Hallabia
- Ahmed Ben Hamida
- Tijeni Delleji
- Hèdi Fkih
- Zouhaier Ben Rabah
- Achraf Ben Hamadou
Bibliographic data from OpenAlex (open database).
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