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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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Main Authors: | , |
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Format: | Conference Proceeding |
Language: | English |
Subjects: | |
Online Access: | Request full text |
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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. |
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ISSN: | 2642-3901 |
DOI: | 10.23919/ICCAS55662.2022.10003716 |