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Fares Bougourzi
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 19
Top Topics
Facial Expression Recognition
Deep Learning
Cellular Neural Networks
Ct Scans
Top Venues
CoRR
Sensors
Expert Syst. Appl.
J. Imaging
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Publications
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Marwa Afnouch
,
Olfa Gaddour
,
Yosr Hentati
,
Fares Bougourzi
,
Mohamed Abid
,
Ihsen Alouani
,
Abdelmalik Taleb-Ahmed
BM-Seg: A new bone metastases segmentation dataset and ensemble of CNN-based segmentation approach.
Expert Syst. Appl.
228 (2023)
Fares Bougourzi
,
Fadi Dornaika
,
Amir Nakib
,
Cosimo Distante
,
Abdelmalik Taleb-Ahmed
2D and 3D CNN-Based Fusion Approach for COVID-19 Severity Prediction from 3D CT-Scans.
CoRR
(2023)
Fares Bougourzi
,
Fadi Dornaika
,
Amir Nakib
,
Cosimo Distante
,
Abdelmalik Taleb-Ahmed
Deep-Covid-SEV: an Ensemble 2D and 3D CNN-Based Approach for Covid-19 Severity Prediction from 3D CT-SCANS.
ICASSP Workshops
(2023)
Fares Bougourzi
,
Cosimo Distante
,
Fadi Dornaika
,
Abdelmalik Taleb-Ahmed
D-TrAttUnet: Dual-Decoder Transformer-Based Attention Unet Architecture for Binary and Multi-classes Covid-19 Infection Segmentation.
CoRR
(2023)
Mohamed Fadhlallah Guerri
,
Cosimo Distante
,
Paolo Spagnolo
,
Fares Bougourzi
,
Abdelmalik Taleb-Ahmed
Deep Learning Techniques for Hyperspectral Image Analysis in Agriculture: A Review.
CoRR
(2023)
Fares Bougourzi
,
Cosimo Distante
,
Fadi Dornaika
,
Abdelmalik Taleb-Ahmed
PDAtt-Unet: Pyramid Dual-Decoder Attention Unet for Covid-19 infection segmentation from CT-scans.
Medical Image Anal.
86 (2023)
Fares Bougourzi
,
Fadi Dornaika
,
Nagore Barrena
,
Cosimo Distante
,
Abdelmalik Taleb-Ahmed
CNN based facial aesthetics analysis through dynamic robust losses and ensemble regression.
Appl. Intell.
53 (9) (2023)
Marwa Afnouch
,
Olfa Gaddour
,
Fares Bougourzi
,
Yosr Hentati
,
Abdelmalik Taleb-Ahmed
,
Mohamed Abid
Automatic Bone Metastasis Classification: An in-depth Comparison of CNN and Transformer Architectures.
INISTA
(2023)
Fares Bougourzi
,
Fadi Dornaika
,
Abdelmalik Taleb-Ahmed
Deep learning based face beauty prediction via dynamic robust losses and ensemble regression.
Knowl. Based Syst.
242 (2022)
Fares Bougourzi
,
Cosimo Distante
,
Fadi Dornaika
,
Abdelmalik Taleb-Ahmed
CNR-IEMN-CD and CNR-IEMN-CSD Approaches for Covid-19 Detection and Covid-19 Severity Detection from 3D CT-scans.
ECCV Workshops (7)
(2022)
Fares Bougourzi
,
Cosimo Distante
,
Fadi Dornaika
,
Abdelmalik Taleb-Ahmed
Ensemble CNN models for Covid-19 Recognition and Severity Perdition From 3D CT-scan.
CoRR
(2022)
Fares Bougourzi
,
Cosimo Distante
,
Fadi Dornaika
,
Abdelmalik Taleb-Ahmed
,
Abdenour Hadid
ILC-Unet++ for Covid-19 Infection Segmentation.
ICIAP Workshops
(2022)
Fares Bougourzi
,
Riccardo Contino
,
Cosimo Distante
,
Abdelmalik Taleb-Ahmed
Recognition of COVID-19 from CT Scans Using Two-Stage Deep-Learning-Based Approach: CNR-IEMN.
Sensors
21 (17) (2021)
Fares Bougourzi
,
Riccardo Contino
,
Cosimo Distante
,
Abdelmalik Taleb-Ahmed
CNR-IEMN: A Deep Learning Based Approach to Recognise Covid-19 from CT-Scan.
ICASSP
(2021)
Fares Bougourzi
,
Cosimo Distante
,
Abdelkrim Ouafi
,
Fadi Dornaika
,
Abdenour Hadid
,
Abdelmalik Taleb-Ahmed
Per-COVID-19: A Benchmark Dataset for COVID-19 Percentage Estimation from CT-Scans.
J. Imaging
7 (9) (2021)
Edoardo Vantaggiato
,
Emanuela Paladini
,
Fares Bougourzi
,
Cosimo Distante
,
Abdenour Hadid
,
Abdelmalik Taleb-Ahmed
COVID-19 Recognition Using Ensemble-CNNs in Two New Chest X-ray Databases.
Sensors
21 (5) (2021)
Emanuela Paladini
,
Edoardo Vantaggiato
,
Fares Bougourzi
,
Cosimo Distante
,
Abdenour Hadid
,
Abdelmalik Taleb-Ahmed
Two Ensemble-CNN Approaches for Colorectal Cancer Tissue Type Classification.
J. Imaging
7 (3) (2021)
Fares Bougourzi
,
Fadi Dornaika
,
Karim Mokrani
,
Abdelmalik Taleb-Ahmed
,
Yassine Ruichek
Fusing Transformed Deep and Shallow features (FTDS) for image-based facial expression recognition.
Expert Syst. Appl.
156 (2020)
Fares Bougourzi
,
Karim Mokrani
,
Yassine Ruichek
,
Fadi Dornaika
,
Abdelkrim Ouafi
,
Abdelmalik Taleb-Ahmed
Fusion of transformed shallow features for facial expression recognition.
IET Image Process.
13 (9) (2019)