Improving YOLOv8 with Scattering Transform and Attention for Maritime Awareness

Ship recognition and georeferencing using monitoring cameras are crucial to many applications in maritime situational awareness. Although deep learning algorithms are available for ship recognition tasks, there is a need for innovative approaches that attain higher precision rates irrespective of sh...

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Bibliographic Details

Published in:	2023 International Symposium on Image and Signal Processing and Analysis (ISPA) pp. 1 - 6
Main Authors:	Carrillo-Perez, Borja, Rodriguez, Angel Bueno, Barnes, Sarah, Stephan, Maurice
Format:	Conference Proceeding
Language:	English
Published:	IEEE 18.09.2023
Subjects:	Analytical models attention Computational modeling Computer architecture Embedded systems georeferencing Head Image segmentation maritime awareness Real-time instance segmentation Scattering scattering transform YOLOv8
ISSN:	1849-2266
Online Access:	Get full text
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