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 | 60 | 2021 |
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 | 54 | 2022 |
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 | 54 | 2020 |
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 | 52 | 2023 |
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 | 51 | 2021 |
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 | 32 | 2021 |
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 | 27 | 2021 |
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 | 25 | 2021 |
Fusion of Transformed Shallow Features for Facial Expression Recognition F Bougourzi, K Mokrani, Y Ruichek, F Dornaika, A Ouafi, ... IET Image Processing, 2019 | 20 | 2019 |
LPQ and LDP Descriptors with ML Representation For Kinship verification A Chergui, S Ouchtati, H Telli, F Bougourzi, SE Bekhouche | 20 | 2018 |
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 | 17 | 2024 |
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 | 12 | 2023 |
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 | 12 | 2019 |
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 | 10 | 2018 |
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 | 10 | 2018 |
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 | 7 | 2022 |
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 | 6 | 2024 |
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 |
D-TrAttUnet: Toward hybrid CNN-transformer architecture for generic and subtle segmentation in medical images F Bougourzi, F Dornaika, C Distante, A Taleb-Ahmed Computers in Biology and Medicine, 108590, 2024 | 5* | 2024 |