Please use this identifier to cite or link to this item: http://hdl.handle.net/10125/71497

Identification of Vessels on Inland Waters Using Low-Quality Video Streams

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Title:Identification of Vessels on Inland Waters Using Low-Quality Video Streams
Authors:Hyla, Tomasz
Wawrzyniak, Natalia
Keywords:Systems and Applications of Video Analytics
hull inscription
inland water
real-time
vessel identification
show 1 morevideo surveillance
show less
Date Issued:05 Jan 2021
Abstract:Video surveillance can be used to monitor recreational and commercial vessels on inland waters. It is difficult to identify vessels on the basis of registration numbers alone, especially when structure and size are not standardized in a way that allows for easy recognition. In this paper, we propose a novel vessel identification method that can work continuously on streams with a high compression rate or visible compression artifacts. This method can identify all types of moving vessels during daylight. It should work with existing video monitoring systems used to monitor inland waters. When a vessel has hull inscriptions, the method can identify that vessel. If hull inscriptions are not present, the method identifies the direction of movement of the vessel. The tests were performed by real-time video playback of prerecorded samples in the test environment. The method correctly identifies 94% of vessels and the performance indicates that it is suitable for practical application.
Pages/Duration:10 pages
URI:http://hdl.handle.net/10125/71497
ISBN:978-0-9981331-4-0
DOI:10.24251/HICSS.2021.876
Rights:Attribution-NonCommercial-NoDerivatives 4.0 International
https://creativecommons.org/licenses/by-nc-nd/4.0/
Appears in Collections: Systems and Applications of Video Analytics


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