Marcus Sheaves

Adaptive Uncertainty Distribution in Deep Learning for Unsupervised Underwater Image Enhancement

Dec 18, 2022
Alzayat Saleh, Marcus Sheaves, Dean Jerry, Mostafa Rahimi Azghadi

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* 18 pages, 8 figures, 4 tables

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Unsupervised Fish Trajectory Tracking and Segmentation

Aug 23, 2022
Alzayat Saleh, Marcus Sheaves, Dean Jerry, Mostafa Rahimi Azghadi

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* 16 pages, 11 figures. Submitted to the Engineering Applications of Artificial Intelligence journal

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Applications of Deep Learning in Fish Habitat Monitoring: A Tutorial and Survey

Jun 11, 2022
Alzayat Saleh, Marcus Sheaves, Dean Jerry, Mostafa Rahimi Azghadi

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* 26 pages, 7 figures. Submitted to the journal, Expert Systems With Applications

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Transformer-based Self-Supervised Fish Segmentation in Underwater Videos

Jun 11, 2022
Alzayat Saleh, Marcus Sheaves, Dean Jerry, Mostafa Rahimi Azghadi

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* 11 pages, 6 figures. Submitted to the journal, International Journal of Intelligent Systems

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Computer Vision and Deep Learning for Fish Classification in Underwater Habitats: A Survey

Mar 15, 2022
Alzayat Saleh, Marcus Sheaves, Mostafa Rahimi Azghadi

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* Submitted to Fish and Fisheries , Wiley Online Library

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Deep Learning for Underwater Fish-Habitat Monitoring: A Survey

Mar 14, 2022
Alzayat Saleh, Marcus Sheaves, Mostafa Rahimi Azghadi

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* Submitted to Fish and Fisheries , Wiley Online Library

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A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis

Aug 28, 2020
Alzayat Saleh, Issam H. Laradji, Dmitry A. Konovalov, Michael Bradley, David Vazquez, Marcus Sheaves

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* 10 pages, 5 figures, 3 tables, Accepted for Publication in Scientific Reports (Nature) 14 August 2020

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Underwater Fish Detection with Weak Multi-Domain Supervision

May 26, 2019
Dmitry A. Konovalov, Alzayat Saleh, Michael Bradley, Mangalam Sankupellay, Simone Marini, Marcus Sheaves

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* Accepted for the 2019 International Joint Conference on Neural Networks (IJCNN-2019), Budapest, Hungary, July 14-19, 2019, https://www.ijcnn.org/

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