| 2024 | ATSIP | Combined Deep learning architectures using Fusion Rules for Target Recognition in SAR images. | K. Cheikh, N. Mimoun, R. Aitahcene, Abdelmalek Toumi |
| 2024 | ATSIP | Comparative performances of CNN models for SAR Targets classification. | Abdelmalek Toumi, Jean-Christophe Cexus, Ali Khenchaf |
| 2023 | IGARSS | Siamese Neural Network for Automatic Target Recognition Using Synthetic Aperture Radar. | Yasmine Khenchaf, Abdelmalek Toumi |
| 2022 | ATSIP | A proposal learning strategy on CNN architectures for targets classification. | Abdelmalek Toumi, Jean-Christophe Cexus, Ali Khenchaf |
| 2020 | ATSIP | Target recognition from ISAR image using polar mapping and shape matrix. | Jean-Christophe Cexus, Abdelmalek Toumi, Maroua Riahi |
| 2018 | ATSIP | Radar target recognition using time-frequency analysis and polar transformation. | Jean-Christophe Cexus, Abdelmalek Toumi |
| 2018 | ATSIP | Target recognition in ISAR images based on relative phases of complex wavelet coefficients and sparse classification. | Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni |
| 2018 | ATSIP | Target classification using convolutional deep learning and auto-encoder models. | Sarra Zaied, Abdelmalek Toumi, Ali Khenchaf |
| 2018 | IGARSS | Aircraft Target Recognition Using Copula Joint Statistical Model and Sparse Representation Based Classification. | Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni |
| 2017 | ATSIP | Quantitative measures in ISAR image formation based on time-frequency representations. | Jean-Christophe Cexus, Abdelmalek Toumi, Orian Couderc |
| 2017 | ATSIP | Saliency attention and sift keypoints combination for automatic target recognition on MSTAR dataset. | Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni |
| 2016 | AICCSA | A non-Gaussian statistical modeling of SIFT and DT-CWT for radar target recognition. | Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni |
| 2016 | ATSIP | Estimating of water quality parameters using SAR and thermal microwave remote sensing data. | Muntadher A. Shareef, Abdelmalek Toumi, Ali Khenchaf |
| 2016 | ATSIP | Target recognition using IFFT and MUSIC ISAR images. | Abdelmalek Toumi, Ali Khenchaf |
| 2010 | IGARSS | Pose estimation for ISAR image classification. | Mohamed Nabil Saidi, Abdelmalek Toumi, Ali Khenchaf, Brigitte Hoeltzener, Driss Aboutajdine |
| 2010 | IGARSS | Log-polar and polar image for recognition targets. | Abdelmalek Toumi, Ali Khenchaf |