Article

Song, J. ORCID: 0000-0003-0623-0395, Rondao, D. & Aouf, N. ORCID: 0000-0001-9291-4077 (2022). Deep learning-based spacecraft relative navigation methods: A survey. Acta Astronautica, 191, pp. 22-40. doi: 10.1016/j.actaastro.2021.10.025

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Belloni, C., Aouf, N. ORCID: 0000-0001-9291-4077, Balleri, A. , Le Caillec, J-M. & Merlet, T.view all authors (2020). Pose-informed deep learning method for SAR ATR. IET Radar, Sonar and Navigation, 14(11), pp. 1649-1658. doi: 10.1049/iet-rsn.2019.0615

Kechagias-Stamatis, O., Aouf, N. ORCID: 0000-0001-9291-4077 & Richardson, M. A. (2020). Performance evaluation of single and cross-dimensional feature detection and description. IET Image Processing, 14(10), pp. 2035-2051. doi: 10.1049/iet-ipr.2019.1523

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Kechagias-Stamatis, O., Aouf, N. ORCID: 0000-0001-9291-4077 & Richardson, M. A. (2019). High-speed multi-dimensional relative navigation for uncooperative space objects. Acta Astronautica, 160, pp. 388-400. doi: 10.1016/j.actaastro.2019.04.050

Kechagias-Stamatis, O. & Aouf, N. ORCID: 0000-0001-9291-4077 (2019). Fusing Deep Learning and Sparse Coding for SAR ATR. IEEE Transactions on Aerospace and Electronic Systems, 55(2), pp. 785-797. doi: 10.1109/TAES.2018.2864809

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Kechagias-Stamatis, O. & Aouf, N. ORCID: 0000-0001-9291-4077 (2017). Evaluating 3D local descriptors for future LIDAR missiles with automatic target recognition capabilities. The Imaging Science Journal, 65(7), pp. 428-437. doi: 10.1080/13682199.2017.1361665

Wieszok, Z., Aouf, N., Kechagias-Stamatis, O. & Chermak, L.view all authors (2017). Stixel Based Scene Understanding for Autonomous Vehicles. 2017 IEEE 14th International Conference on Networking, Sensing and Control (ICNSC), pp. 43-49. doi: 10.1109/ICNSC.2017.8000065

Kechagias-Stamatis, O., Aouf, N. ORCID: 0000-0001-9291-4077 & Richardson, M. (2016). 3D Automatic Target Recognition for Future LIDAR Missiles. IEEE Transactions on Aerospace and Electronic Systems, 52(6), pp. 2662-2675. doi: 10.1109/TAES.2016.150300

Chermak, L., Aouf, N. ORCID: 0000-0001-9291-4077, Richardson, M. & Visentin, G.view all authors (2016). Real-time smart and standalone vision/IMU navigation sensor. Journal of Real-Time Image Processing, doi: 10.1007/s11554-016-0613-z

Nemra, A. & Aouf, N. ORCID: 0000-0001-9291-4077 (2010). Robust INS/GPS Sensor Fusion for UAV Localization Using SDRE Nonlinear Filtering. IEEE Sensors Journal, 10(4), pp. 789-798. doi: 10.1109/JSEN.2009.2034730

Abdulsalam, M., Ahiska, K. & Aouf, N. ORCID: 0000-0001-9291-4077 A novel UAV-integrated deep network detection and relative position estimation approach for weeds. Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, doi: 10.1177/09544100221150284

Conference or Workshop Item

Estebanez Camarena, M., Feetham, L., Scannapieco, A. & Aouf, N. ORCID: 0000-0001-9291-4077view all authors (2018). FPGA-based multi-sensor relative navigation in space: Preliminary analysis in the framework of the I3DS H2020 project. Paper presented at the 69th International Astronautical Congress (IAC), 1-5 Oct 2018, Bremen, Germany.

Ronado, D., Aouf, N. ORCID: 0000-0001-9291-4077 & Dubois-Matra, O. (2018). Multispectral Image Processing for Navigation Using Low Performance Computing. Paper presented at the 69th International Astronautical Congress (IAC), 1-5 Oct 2018, Bremen, Germany.

Scannapieco, A. F., Feetham, L., Camarena, M. E. & Aouf, N. ORCID: 0000-0001-9291-4077view all authors (2018). Space-oriented navigation solutions with integrated sensor-suite: the I3DS H2020 project. Paper presented at the 69th International Astronautical Congress 2018, 01 May 2018, Bremen, Germany.

Belloni, C., Aouf, N. ORCID: 0000-0001-9291-4077, Merlet, T. & Le Caillec, J.view all authors (2017). SAR image segmentation with GMMs. In: International Conference on Radar Systems (Radar 2017). . London, UK: IET. ISBN 978-1-78561-672-3

Kechagias-Stamatis, O., Aouf, N. ORCID: 0000-0001-9291-4077, Nam, D. & Belloni, C.view all authors (2017). Automatic X-ray Image Segmentation and Clustering for Threat Detection. Paper presented at the Target and Background Signatures III, 11-14 Sep 2017, Warsaw, Poland. doi: 10.1117/12.2277190

Kechagias-Stamatis, O., Aouf, N. ORCID: 0000-0001-9291-4077 & Chermak, L. (2017). B-HoD: A Lightweight and Fast Binary Descriptor for 3D Object Recognition and Registration. 2017 IEEE 14th International Conference on Networking, Sensing and Control (ICNSC), ISSN 1810-7869 doi: 10.1109/ICNSC.2017.8000064

Junoh, S. & Aouf, N. ORCID: 0000-0001-9291-4077 (2017). Person Classification Leveraging Convolutional Neural Network for Obstacle Avoidance via Unmanned Aerial Vehicles. Paper presented at the 2017 Workshop on Research, Education and Development of Unmanned Aerial Systems (RED-UAS), 3-5 Oct 2017, Linkoping, Sweden.

Ruiz, J. A. D. & Aouf, N. ORCID: 0000-0001-9291-4077 (2017). Real-Time Setup with PD and Backstepping Control for a Pelican Quadrotor. In: Gusikhin, O. & Madani, K. (Eds.), Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics. (pp. 676-681). SciTePress. ISBN 978-989-758-263-9

Ruiz, J. A. D. & Aouf, N. (2017). Unscented Kalman Filter for Vision based Target Localisation with a Quadrotor. In: Gusikhin, O. & Madani, K. (Eds.), Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics. . SciTePress. ISBN 978-989-758-264-6

Yilmaz, O., Aouf, N. ORCID: 0000-0001-9291-4077, Majewski, L. , Sanchez-Gestido, M. & Ortega, G.view all authors (2017). Using infrared based relative navigation for active debris removal. Paper presented at the 10th International ESA Conference on Guidance, Navigation and Control Systems, 29 May - 02 Jun 2017, Salzburg, Austria.