Accueil › Annuaire des chercheurs › Abdelaziz Kallel
Abdelaziz Kallel
Affiliation : Digital Research Centre of Sfax
- 92Publications (affiliation tunisienne)
- 131Publications au total
- 1764Citations
- 20Indice h
Profil de recherche
Abdelaziz Kallel compte 92 publications référencées (2012–2026). Ses travaux paraissent principalement dans « International Conference on Advanced Technologies for Signal and Image Processing », « Remote Sensing of Environment » et « IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ». Son article le plus cité, « DART: Recent Advances in Remote Sensing Data Modeling With Atmosphere, Polarization, and Chlorophyll Fluorescence » (2017), a été cité 234 fois. 22 de ces publications datent des trois dernières années d’activité. Ses travaux sont cosignés avec au moins 12 chercheurs, notamment dans des établissements de France, Algérie.
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Créer mon profil gratuit Ajouter mes publicationsDomaines de recherche
- 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
Revues de publication
- 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 par année
- 20265
- 20259
- 20248
- 202310
- 20225
- 20217
- 20209
- 20196
- 20187
- 20174
Collaborations
Établissements partenaires : 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
Pays des co-auteurs : France · Algérie
Co-auteurs
- 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
Données bibliographiques issues d’OpenAlex (base ouverte).
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