Colour as an attribute for automated detection in maritime environments

Authors
Publication date 2009
Book title 12th International Conference on Information Fusion (FUSION 2009): Seattle, Washington, USA,
ISBN
  • 9780982443804
Event 12th International Conference on Information Fusion (FUSION 2009), Seatlle, WA, USA
Pages (from-to) 1679-1686
Publisher Piscataway, NJ: IEEE
Organisations
  • Faculty of Science (FNWI) - Informatics Institute (IVI)
Abstract
This work studies visual detection with camera systems at sea. Electro-Optical sensors are part of a larger picture compilation process and are likely to perform sensor tasks in support of surveillance, classification, identification and anomaly detection. This article investigates the usefulness of colour as an attribute for automated detection in a maritime environment. Analysis of extensive imagery, that was collected from HNLMS Tromp, revealed that the blue colour channel has a higher information density than the other colour channels. For automatic detection of objects at sea, the use of a principal colour channel is investigated. It is concluded that adaptive detection settings with respect to the sensor task and the environment result in an improvement of automatic detection capabilities.
Document type Conference contribution
Published at http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5203681&isnumber=5203583
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