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Fares Bougourzi
Fares Bougourzi
JUNIA Grande école d'ingénieurs
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Cited by
Year
Covid-19 recognition using ensemble-cnns in two new chest x-ray databases
E Vantaggiato, E Paladini, F Bougourzi, C Distante, A Hadid, ...
Sensors 21 (5), 1742, 2021
602021
PDAtt-Unet: Pyramid dual-decoder attention Unet for Covid-19 infection segmentation from CT-scans
F Bougourzi, C Distante, F Dornaika, A Taleb-Ahmed
Medical Image Analysis 86, 102797, 2023
572023
Deep learning based face beauty prediction via dynamic robust losses and ensemble regression
F Bougourzi, F Dornaika, A Taleb-Ahmed
Knowledge-Based Systems 242, 108246, 2022
542022
Fusing Transformed Deep and Shallow features (FTDS) for image-based facial expression recognition
F Bougourzi, F Dornaika, K Mokrani, A Taleb-Ahmed, Y Ruichek
Expert Systems with Applications 156, 113459, 2020
542020
Two ensemble-CNN approaches for colorectal cancer tissue type classification
E Paladini, E Vantaggiato, F Bougourzi, C Distante, A Hadid, ...
Journal of Imaging 7 (3), 51, 2021
522021
CNR-IEMN: A Deep Learning based approach to recognise COVID-19 from CT-scan
F Bougourzi, R Contino, C Distante, A Taleb-Ahmed
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
322021
Per-COVID-19: a benchmark dataset for COVID-19 percentage estimation from CT-scans
F Bougourzi, C Distante, A Ouafi, F Dornaika, A Hadid, A Taleb-Ahmed
Journal of Imaging 7 (9), 189, 2021
272021
Recognition of COVID-19 from CT scans using two-stage deep-learning-based approach: CNR-IEMN
F Bougourzi, R Contino, C Distante, A Taleb-Ahmed
Sensors 21 (17), 5878, 2021
252021
Fusion of Transformed Shallow Features for Facial Expression Recognition
F Bougourzi, K Mokrani, Y Ruichek, F Dornaika, A Ouafi, ...
IET Image Processing, 2019
202019
LPQ and LDP Descriptors with ML Representation For Kinship verification
A Chergui, S Ouchtati, H Telli, F Bougourzi, SE Bekhouche
202018
Deep learning techniques for hyperspectral image analysis in agriculture: A review
MF Guerri, C Distante, P Spagnolo, F Bougourzi, A Taleb-Ahmed
ISPRS Open Journal of Photogrammetry and Remote Sensing, 100062, 2024
182024
Cnr-iemn-cd and cnr-iemn-csd approaches for covid-19 detection and covid-19 severity detection from 3d ct-scans
F Bougourzi, C Distante, F Dornaika, A Taleb-Ahmed
European Conference on Computer Vision, 593-604, 2022
13*2022
CNN based facial aesthetics analysis through dynamic robust losses and ensemble regression
F Bougourzi, F Dornaika, N Barrena, C Distante, A Taleb-Ahmed
Applied Intelligence 53 (9), 10825-10842, 2023
122023
Deep features for kinship verification from facial images
A Chergui, S Ouchtati, J Sequeira, SE Bekhouche, F Bougourzi, H Telli
2019 International Conference on Advanced Systems and Emergent Technologies …, 2019
122019
Discriminant analysis for facial verification using color images
A Chergui, S Ouchtati, J Sequeira, SE Bekhouche, F Bougourzi, ...
Proc. First Int. Conf. Electr. Eng, 2018
102018
Kinship verification using BSIF and LBP
A Chergui, S Ouchtati, J Sequeira, SE Bekhouche, F Bougourzi
2018 International Conference on Signal, Image, Vision and their …, 2018
102018
Ilc-unet++ for covid-19 infection segmentation
F Bougourzi, C Distante, F Dornaika, A Taleb-Ahmed, A Hadid
International conference on image analysis and processing, 461-472, 2022
72022
Emb-trattunet: a novel edge loss function and transformer-CNN architecture for multi-classes pneumonia infection segmentation in low annotation regimes
F Bougourzi, F Dornaika, A Nakib, A Taleb-Ahmed
Artificial Intelligence Review 57 (4), 90, 2024
62024
BM-Seg: A new bone metastases segmentation dataset and ensemble of CNN-based segmentation approach
M Afnouch, O Gaddour, Y Hentati, F Bougourzi, M Abid, I Alouani, ...
Expert Systems with Applications 228, 120376, 2023
62023
A comparative study on textures descriptors in facial gender classification
ATA F. Bougourzi , SE. Bekhouche , ME. Zighem , A. Benlamoudi , A. Ouafi
10 EMP, ALGERIE, 17-18 Avril, 2017, 2017
6*2017
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