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Author

Fares Bougourzi

Observed names: BOUGOURZI, F., BOUGOURZI, Fares, Bougourzi, F. (Fares), Bougourzi, Fares, F. Bougourzi
Observed institutions: Centre National de la Recherche Scientifique, University of Béjaïa, Université Paris-Est Créteil, University of Biskra, Université de Lille, Institute of Applied Science and Intelligent Systems, JUNIA, Institut d'Electronique, de Microélectronique et de Nanotechnologie, Polytech Lille, National Research Council, Laboratoire Images, signaux et systèmes intelligents, Université de Valenciennes et du Hainaut-Cambrésis, Université Polytechnique Hauts-de-France, Centrale Lille Institut
ORCID: 0000-0001-5077-4862
Observed ORCID: 0000-0001-5077-4862
OpenAlex ID: A5042700750
Deep learning techniques for hyperspectral image analysis in agriculture: A review
2024 · Mohamed Fadhlallah Guerri, Cosimo Distante, et al. · ISPRS Open Journal of Photogrammetry and Remote Sensing · 224
PDAtt-Unet: Pyramid Dual-Decoder Attention Unet for Covid-19 infection segmentation from CT-scans
2023 · Fares Bougourzi, Cosimo Distante, et al. · Medical Image Analysis · 150
Deep learning based face beauty prediction via dynamic robust losses and ensemble regression
2022 · F. Bougourzi, F. Dornaika, et al. · Knowledge-Based Systems · 85
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Two Ensemble-CNN Approaches for Colorectal Cancer Tissue Type Classification
2021 · Emanuela Paladini, Edoardo Vantaggiato, et al. · Journal of Imaging · 69
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COVID-19 Recognition Using Ensemble-CNNs in Two New Chest X-ray Databases
2021 · Edoardo Vantaggiato, Emanuela Paladini, et al. · Sensors · 59
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Fusing Transformed Deep and Shallow features (FTDS) for image-based facial expression recognition
2020 · F. Bougourzi, F. Dornaika, et al. · Expert Systems with Applications · 50
D-TrAttUnet: Toward hybrid CNN-transformer architecture for generic and subtle segmentation in medical images
2024 · Fares Bougourzi, Fadi Dornaika, et al. · Computers in Biology and Medicine · 32
CNR-IEMN: A Deep Learning Based Approach to Recognise Covid-19 from CT-Scan
2021 · Fares Bougourzi, Riccardo Contino, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 28
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BM-Seg: A new bone metastases segmentation dataset and ensemble of CNN-based segmentation approach
2023 · Marwa Afnouch, Olfa Gaddour, et al. · Expert Systems with Applications · 26
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Per-COVID-19: A Benchmark Dataset for COVID-19 Percentage Estimation from CT-Scans
2021 · Fares Bougourzi, Cosimo Distante, et al. · Journal of Imaging · 26
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Recognition of COVID-19 from CT Scans Using Two-Stage Deep-Learning-Based Approach: CNR-IEMN
2021 · Fares Bougourzi, Riccardo Contino, et al. · Sensors · 25
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Recent Advances in Medical Imaging Segmentation: A Survey
2025 · Bougourzi, Fares, Hadid, Abdenour · arXiv (Cornell University) · 19
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Fusion of transformed shallow features for facial expression recognition
2019 · Fares Bougourzi, Karim Mokrani, et al. · IET Image Processing · 18
Emb-trattunet: a novel edge loss function and transformer-CNN architecture for multi-classes pneumonia infection segmentation in low annotation regimes
2024 · Fares Bougourzi, Fadi Dornaika, et al. · Artificial Intelligence Review · 17
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CNN based facial aesthetics analysis through dynamic robust losses and ensemble regression
2022 · Fares Bougourzi, Fadi Dornaika, et al. · Applied Intelligence · 16
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LPQ and LDP Descriptors with ML Representation for Kinship verification
2018 · Abdelhakim Chergui, Salim Ouchtati, et al. · 16
Advancing wheat crop analysis: A survey of deep learning approaches using hyperspectral imaging
2025 · Fadi Abdeladhim Zidi, Abdelkrim Ouafi, et al. · Computers and Electronics in Agriculture · 15
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging
2024 · Fares Bougourzi, Fadi Dornaika, et al. · Lecture notes in computer science · 15
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Kinship verification using BSIF and LBP
2018 · Abdelhakim Chergui, Salim Ouchtati, et al. · International Conference on Signal, Image, Vision and their Applications (SIVA) · 14
Deep Features for Kinship Verification from Facial Images
2019 · Abdelhakim Chergui, Salim Ouchtati, et al. · IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET) · 11
Artificial intelligence in bone metastasis analysis: Current advancements, opportunities and challenges
2025 · Marwa Afnouch, Fares Bougourzi, et al. · Computers in Biology and Medicine · 8
D-TrAttUnet: Dual-Decoder Transformer-Based Attention Unet Architecture for Binary and Multi-classes Covid-19 Infection Segmentation
2023 · Bougourzi, Fares, Distante, Cosimo, et al. · arXiv (Cornell University) · 7
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COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge
2024 · Fares Bougourzi, Cosimo Distante, et al. · Sensors · 6
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Automatic Bone Metastasis Classification: An in-depth Comparison of CNN and Transformer Architectures
2023 · Marwa Afnouch, Olfa Gaddour, et al. · International Conference on Innovations in Intelligent Systems and Applications (INISTA) · 6
CNR-IEMN-CD and CNR-IEMN-CSD Approaches for Covid-19 Detection and Covid-19 Severity Detection from 3D CT-scans
2023 · Fares Bougourzi, Cosimo Distante, et al. · Lecture notes in computer science · 6
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Works count: 49
Citation count: 981
H-index: 16
I10-index: 20
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