ForamDeepSlice: A High-Accuracy Deep Learning Framework for Foraminifera Species Classification from 2D Micro-CT Slices
A. Halimi, et al.arXiv preprint
Deep LearningImage ClassificationMicro-CTScientific ComputingComputer Vision
Research record · 2014 — 2025
Publications
Peer-reviewed research in statistical image processing, Bayesian inference, and machine learning — from confocal microscopy of human skin to satellite remote sensing.
If we knew what we were doing, it would not be called research, would it?
Index
The publication record
Every entry links to the published version and exports a ready-to-paste BibTeX citation.
Type
Year
13 entries · 2014—2025
Selected works4
Coral-CAT: A Semi-automatic Coral Color Analysis Tool
N. Garcias-Bonet, D. Barradas-Bautista, M. Casartelli, A. Halimi, R. S. PeixotoCoral Reefs
Image AnalysisColor AnalysisMarine BiologyEnvironmental MonitoringComputer Vision
An Unsupervised Bayesian Approach for the Joint Reconstruction and Classification of Cutaneous Reflectance Confocal Microscopy Images
A. Halimi, J.-Y. Tourneret, N. Dobigeon, H. Batatia2017 25th European Signal Processing Conference (EUSIPCO)
Bayesian MethodsMedical ImagingImage ClassificationDermatologyMicroscopy
Wavelet-based Statistical Classification of Skin Images Acquired with Reflectance Confocal Microscopy
A. Halimi, J.-Y. Tourneret, N. Dobigeon, H. BatatiaBiomedical Optics Express, vol. 8, pp. 5450-5467
Wavelet AnalysisMedical ImagingStatistical ClassificationDermatologyBiomedical Optics
Complete record13
20252 works
ForamDeepSlice: A High-Accuracy Deep Learning Framework for Foraminifera Species Classification from 2D Micro-CT Slices
A. Halimi, et al.arXiv preprint
PreprintCoral-CAT: A Semi-automatic Coral Color Analysis Tool
N. Garcias-Bonet, D. Barradas-Bautista, M. Casartelli, A. Halimi, R. S. PeixotoCoral Reefs
Journal Article
20192 works
SNAP Toolbox: Interferometry Tutorial - Mundi Copernicus DIAS
A. HalimiMundi Web Services, Copernicus Data and Information Access Services (DIAS)
TutorialOrfeo Toolbox: Image Processing Tutorials - Mundi Copernicus DIAS
A. HalimiMundi Web Services, Copernicus Data and Information Access Services (DIAS)
Tutorial
20177 works
An Unsupervised Bayesian Approach for the Joint Reconstruction and Classification of Cutaneous Reflectance Confocal Microscopy Images
A. Halimi, J.-Y. Tourneret, N. Dobigeon, H. Batatia2017 25th European Signal Processing Conference (EUSIPCO)
Conference Paper15 citationsWavelet-based Statistical Classification of Skin Images Acquired with Reflectance Confocal Microscopy
A. Halimi, J.-Y. Tourneret, N. Dobigeon, H. BatatiaBiomedical Optics Express, vol. 8, pp. 5450-5467
Journal Article13 citationsStatistical Modeling and Classification of Reflectance Confocal Microscopy Images
A. Halimi, J.-Y. Tourneret, N. Dobigeon, H. Batatia2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)
Conference Paper9 citationsTechnical Report: Statistical Modeling of Reflectance Confocal Microscopy Images
A. Halimi, J.-Y. Tourneret, N. Dobigeon, H. BatatiaUniversity of Toulouse Technical Report
Book Chapter9 citationsUnsupervised Bayesian Model for the Classification of Cutaneous Reflectance Confocal Microscopy Images
A. Halimi, H. Batatia, J. Le Digabel, G. Josse, J.-Y. TourneretJournal ArticleStatistical Model-based Classification of Reflectance Confocal Microscopy Images
A. Halimi, H. Batatia, J. Le Digabel, G. Josse, J.-Y. TourneretSignal, Image and Video Processing
Journal ArticleModeling and Statistical Processing of Confocal Microscopy Images: Application in Dermatology
A. HalimiInstitut National Polytechnique de Toulouse (INPT)
Thesis
20151 work
Unmixing Hyperspectral Images Accounting for Temporal and Spatial Endmember Variability
A. Halimi, N. Dobigeon, J.-Y. Tourneret2015 23rd European Signal Processing Conference (EUSIPCO)
Conference Paper9 citations
20141 work
Bayesian Nonparametric Methods: Application to Hyperspectral Imaging
A. HalimiINPT-ENSEEIHT, Toulouse, France
Thesis
Impact
Impact & reach
How the research is cited by peers — and watched by the wider community it was opened up to.
Output by year
13 total’14’15’16’17’18’19’20’21’22’23’24’25
| Year | Publications |
|---|---|
| 2014 | 1 |
| 2015 | 1 |
| 2016 | 0 |
| 2017 | 7 |
| 2018 | 0 |
| 2019 | 2 |
| 2020 | 0 |
| 2021 | 0 |
| 2022 | 0 |
| 2023 | 0 |
| 2024 | 0 |
| 2025 | 2 |
Open education
AI Workshop series & tutorials on YouTube
200K+ views · 14lectures · English & العربية
- 1Setup Dev Environment on Windows48.2K
- 2Setup TensorFlow GPU on Docker11.4K
- 3Introduction to Deep Learning11.3K
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