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- Conference Paper
- C1
- open access
Addressing seabed characterization as fuzzy deep learning segmentation to mitigate ambiguous synthetic aperture sonar data
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- Journal Article
- A1
- open access
D4SC : Deep Supervised Semantic Segmentation for Seabed Characterization and uncertainty estimation for large scale mapping
(2024) IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 17. p.18038-18057 -
- Conference Paper
- P1
- open access
Recovering from catastrophic receptive field overflow in semantic segmentation of high resolution images : application to seabed characterization
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- Conference Paper
- C1
- open access
A deep active learning framework for crack detection in digital images of paintings
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D4SC : deep supervised semantic segmentation for seabed characterisation in low label regime
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A new deep learning neural network architecture for seafloor characterisation