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IR/EO ship detection and tracking using SiamMask

Ship detection and tracking in maritime remains a challenging task due to sea clutters, noise, huge deformation and low contrast. In this paper, we address the previous issue using Siammask framework with sensor fusion technique. In here, infrared sensor representations integrated with electro-optic...

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Bibliographic Details
Main Authors: Manar, Alnaasan, Kim, Sungho
Format: Conference Proceeding
Language:English
Subjects:
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Summary:Ship detection and tracking in maritime remains a challenging task due to sea clutters, noise, huge deformation and low contrast. In this paper, we address the previous issue using Siammask framework with sensor fusion technique. In here, infrared sensor representations integrated with electro-optical sensor features through concatenation at feature level. Experimental results show that the overall process performs segmentation and tracking with a high-margin level exploiting multi-sensor features concatenation to compensate the loss of information in case of using single-sensor technique.
ISSN:2642-3901
DOI:10.23919/ICCAS55662.2022.10003716