Print Email Facebook Twitter Towards establishing an automated selection framework for underwater image enhancement methods Title Towards establishing an automated selection framework for underwater image enhancement methods Author Ilioudi, A. (TU Delft Team Bart De Schutter) Wolf, B.J. (University Medical Center Groningen) Dabiri, A. (TU Delft Team Azita Dabiri) De Schutter, B.H.K. (TU Delft Delft Center for Systems and Control) Department Delft Center for Systems and Control Date 2023 Abstract The majority of computer vision architectures are developed based on the assumption of the availability of good quality data. However, this is a particularly hard requirement to achieve in underwater conditions. To address this limitation, plenty of underwater image enhancement methods have received considerable attention during the last decades, but due to the lack of a commonly accepted framework to systematically evaluate them and to determine the likely optimal one for a given image, their adoption in practice is hindered, since it is not clear which one can achieve the best results. In this paper, we propose a standardized selection framework to evaluate the quality of an underwater image and to estimate the most suitable image enhancement technique based on its impact on the image classification performance. Subject computer visionimage processingunderwater image enhancement To reference this document use: http://resolver.tudelft.nl/uuid:9a69967b-366e-4f6a-bdbc-9f7fc9f71c67 DOI https://doi.org/10.1109/OCEANSLimerick52467.2023.10244710 Publisher IEEE Embargo date 2024-03-12 ISBN 979-8-3503-3226-1 Source Proceedings OCEANS 2023 - Limerick, OCEANS Limerick 2023 Event 2023 OCEANS Limerick, OCEANS Limerick 2023, 2023-06-05 → 2023-06-08, Limerick, Ireland Bibliographical note Green Open Access added to TU Delft Institutional Repository 'You share, we take care!' - Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public. Part of collection Institutional Repository Document type conference paper Rights © 2023 A. Ilioudi, B.J. Wolf, A. Dabiri, B.H.K. De Schutter Files PDF Towards_establishing_an_a ... ethods.pdf 1.79 MB Close viewer /islandora/object/uuid:9a69967b-366e-4f6a-bdbc-9f7fc9f71c67/datastream/OBJ/view