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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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DAP/18-05: Automation of ship-based intelligence gathering
Vandewal, M. (Promotor) & Niţă, C. (Researcher)
1/07/18 → 1/09/23
Project: Research
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From visible imagery to synthetic short-wave infrared for maritime ship detection
Nita, C., Rennotte, S. & Vandewal, M., Jul 2026, In: Image and Vision Computing. 171, 106013.Research output: Contribution to journal › Article › peer-review
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Multimodal ship detection using YOLOv11: Comparative analysis of SWIR, LWIR, and visible sensors under diverse maritime and environmental conditions
Rennotte, S., Nita, C., Demeyer, P. J. & Vandewal, M., 28 Oct 2025, Artificial Intelligence for Security and Defence Applications III. Kuijf, H. J., Prabhu, R. & Yitzhaky, Y. (eds.). Society of Photo-Optical Instrumentation Engineers, 1367903. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13679).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Applying deep learning to enhance person detection in maritime images
Nita, C., Rennotte, S. & Vandewal, M., 2024, Artificial Intelligence for Security and Defence Applications II. Bouma, H., Prabhu, R., Yitzhaky, Y. & Kuijf, H. J. (eds.). Society of Photo-Optical Instrumentation Engineers, 132060B. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13206).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Maritime surveillance using unmanned vehicles: deep learning-based vessel re-identification: Deep Learning-Based Vessel Re-Identification
Geers, Y., Willems, T., Nita, C., Nguyen, T. T. & Aelterman, J., 2024, SPIE Security + Defence: Proceedings Volume 13206, Artificial Intelligence for Security and Defence Applications II. Bouma, H., Prabhu, R., Yitzhaky, Y. & Kuijf, H. J. (eds.). Society of Photo-Optical Instrumentation Engineers, 1320607. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13206).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
Assessment of Shooting Performance Degradation by Laser Dazzling in a Shooting Simulator
Földes, T., Nita, C., Vandewal, M., Stutz, S. & Henrichsen, M., 2 Oct 2023, Proceedings of the NATO Military Sensing Symposium 2023: STO-MP-SET-311. NATO Science and Technology Organization, 16 p. 83Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Activities
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Revolutionizing Maritime Security: Employing AI for Ship Image Analysis
Nita, C. (Poster presenter) & Vandewal, M. (Co-author)
13 Dec 2023Activity: Talk or presentation › Scientific poster presentation
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ShipIntel- Automatic image-based identification
Nita, C. (Speaker)
26 Jul 2022Activity: Talk or presentation › Oral scientific presentation
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Deep learning methods for ship traffic surveillance
Nita, C. (Speaker) & Vandewal, M. (Co-author)
7 Jun 2022Activity: Talk or presentation › Oral scientific presentation
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CNN-based object detection and segmentation for maritime domain awareness
Nita, C. (Speaker) & Vandewal, M. (Co-author)
20 Sept 2020Activity: Talk or presentation › Oral scientific presentation
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AI-Driven Ship Detection and Behaviour Analysis
Nita, C. (Poster presenter) & Vandewal, M. (Co-author)
28 May 2024Activity: Talk or presentation › Scientific poster presentation