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Title
On-water video surveillance: data management
for a ship identification system
ISSN printed: 1733-8670,
ISSN on-line: 2392-0378
Popik, Adrian1; Zaniewicz, Grzegorz2; Wawrzyniak, Natalia3
2019-12-27
Video surveillance on both marine and inland waters still only plays a mainly auxiliary role in vessel traffic
observation and management. The newest technical achievements in visual systems allow camera images to
be used in more sophisticated tasks, such as automatic vessel recognition and identification in observed areas.
With the use of deep learning algorithms and other artificial intelligence methods, such as rough sets and fuzzy
sets, new functions can be designed and implemented in monitoring systems. In this paper the challenges that
were encountered and the technology that has been developed in managing video streams are presented as well
as the images needed for tests and proper operation of the designed Ship Recognition and Identification System
(SHREC). The current technologies, typical setups and capabilities of cameras, with regard to existing on-water
video monitoring systems, are also presented. The aspects of collecting the test data in the Szczecin Water Junction
area are also described. The main part of the article focuses on presenting the video data pre-processing,
storing and managing procedures that have been developed for the purposes of the SHREC system.
- Bloisi, D.D., Previtali, F., Pennisi, A., Nardi, D. & Fiorini, M. (2016) Enhancing Automatic Maritime Surveillance Systems with Visual Information. IEEE Transactions on Intelligent Transportation Systems 8(4), pp. 824–833.,
- Bobkowska, K., Przyborski, M., Kaczynska, A. & Kosiński, A. (2017) Digital Photogrammetry in the Analysis of the Ventricles’ Shape and Size. Proceedings of 2017 Baltic Geodetic Congress (BGC Geomatics 2017), June 2017, pp. 169–173.,
- Bodus-Olkowska, I. & Uriasz, J. (2017) The Integration of Image and Nonimage Data to Obtain Underwater Situation Refinement. Proceedings of 2017 Baltic Geodetic Congress (BCG Geomatics 2017), 22–25 June 2017, Gdańsk, Poland, pp. 378–383.,
- Hikvision (2017) A safe harbor in an ocean of threat. Smart port & maritime solution. Port & Maritime.,
- Hyla, T. & Wawrzyniak, N. (2019) Automatic Ship Detection on Inland Waters: Problems and a Preliminary Solution. Proceedings of ICONS 2019, The Fourteenth International Conference on Systems, At Valencia, Spain, pp. 56–60.,
- IALA (2016) IALA VTS Manual, Edition 6. International Association of Marine Aids to Navigation and Lighthouse Authorities, 2016.,
- IMO (1974) SOLAS International Convention for the Safety of Life at Sea. International Maritime Organisation.,
- Kazimierski, W. & Zaniewicz, G. (2018) The Concept of Anti-Collision System for Underwater Vehicles Based on Forward Looking Sonar. Proceedings of 2018 Baltic Geodetic Congress (BGC Geomatics 2018), pp. 321–327.,
- Lubczonek, J. & Wlodarczyk-Sielicka, M. (2018) The Use of an Artificial Neural Network for a Sea Bottom Modelling. In: Damaševičius R., Vasiljevienė G. (Eds) Information and Software Technologies. ICIST 2018. Communications in Computer and Information Science, vol. 920. Springer, pp. 357–369.,
- Möller, D.P., Jehle, I.A., Froese, J., Deutschmann, A. & Koch, T. (2018) Securing Maritime Traffic Management. Proceedings of 2018 IEEE International Conference on Electro/Information Technology (EIT), pp. 0453–0458.,
- Połap, D. (2018) Model of identity verification support system based on voice and image samples. Journal of Universal Computer Science 24(4), pp. 460–474.,
- Połap, D., Woźniak, M., Wei, W., & Damaševičius, R. (2018) Multi-threaded learning control mechanism for neural networks. Future Generation Computer Systems 87, pp. 16–34.,
- Stateczny, A. (2017) Sensors in River Information Services of the Odra River in Poland: Current State and Planned Extension. Proceedings of 2017 Baltic Geodetic Congress (BGC Geomatics 2017), June 2017, pp. 301–306.,
- Stateczny, A., Gronska, D. & Motyl, W. (2018) Hydrodron – new step for profesional hydrography for restricted waters. Proceedings of 2018 Baltic Geodestic Congress (BGC Geomatics 2018), June 2018, pp. 226–230.,
- Wawrzyniak, N. & Hyla, T. (2019) Automatic Ship Identification Approach for Video Surveillance Systems. Proceedings of ICONS 2019 The Fourteenth International Conference on Systems, At Valencia, Spain, pp. 65–68.,
- Wawrzyniak, N. & Stateczny, A. (2018) Automatic watercraft recognition and identification on water areas covered by video monitoring as extension for sea and river traffic supervision systems. Polish Maritime Research 25, s1, pp. 5–13.,
Title
On-water video surveillance: data management for a ship identification systemPages
56-63Figures
6Tables
0ISSN printed
1733-8670ISSN on-line
2392-0378DOI
10.17402/372Type
Journal
60 Scientific Journals of the Maritime University of Szczecin, no. 60 / 2019Publisher
Scientific Journals Maritime University of Szczecin, Zeszyty Naukowe Akademia Morska w SzczecinieCopyright Holder
Scientific Journals Maritime University of Szczecin, Zeszyty Naukowe Akademia Morska w SzczeciniePublished
2019-12-27Recieved
2019-05-06Accepted
2019-10-03Funding
No dataKeywords
video surveillance, cameras, image, processing, ship identification, River Information ServicesURI:
https://repository.am.szczecin.pl/handle/123456789/2582Language
EnglishAuthors
Popik, Adrian1; Zaniewicz, Grzegorz2; Wawrzyniak, Natalia3Affiliation
1 Marine Technology Ltd. 4/6 Roszczynialskiego St., 81-521 Gdynia, Poland, a.popik@marinetechnology.pl2 Maritime University of Szczecin, Faculty of Navigation, Institute of Geoinformatics 1–2 Wały Chrobrego St., 70-500 Szczecin, Poland, g.zaniewicz@am.szczecin.pl
3 Maritime University of Szczecin, Faculty of Navigation, Institute of Geoinformatics 1–2 Wały Chrobrego St., 70-500 Szczecin, Poland, nbd.wydzial@am.szczecin.pl
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60 Scientific Journals of the Maritime University of Szczecin, no. 60 / 2019
60 Scientific Journals of the Maritime University of Szczecin, no. 60 / 2019
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