Re-annotation of training samples for robust maritime object detection

Re-annotation of training samples for robust maritime object detection

Machine learning and specifically deep learning techniques address many of the issues faced in visual object detection and classification tasks. However, they have the caveat of needing large amounts of annotated training data. In the maritime domain one may encounter objects fairly infrequently, de...

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Bibliographic Details
Main Authors: Jonathan Becktor, Evangelos Boukas, Lazaros Nalpantidis
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Machine Learning with Applications
Subjects:
Machine learning
Deep learning
Robust neural networks
Pseudo-labels
Self-learning
Semi-supervised learning
Online Access:http://www.sciencedirect.com/science/article/pii/S266682702200086X

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http://www.sciencedirect.com/science/article/pii/S266682702200086X

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