Marcus Sheaves

According to our database, Marcus Sheaves authored at least 11 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Overcoming annotation bottlenecks in underwater fish segmentation: a robust self-supervised learning approach.

Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi

Signal Image Video Process., April, 2025

Adaptive deep learning framework for robust unsupervised underwater image enhancement.

Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi

Expert Syst. Appl., 2025

2024

How to track and segment fish without human annotations: a self-supervised deep learning approach.

Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi

Pattern Anal. Appl., March, 2024

Applications of deep learning in fish habitat monitoring: A tutorial and survey.

Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi

Expert Syst. Appl., March, 2024

2022

Adaptive Uncertainty Distribution in Deep Learning for Unsupervised Underwater Image Enhancement.

Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi

CoRR, 2022

Unsupervised Fish Trajectory Tracking and Segmentation.

Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi

CoRR, 2022

Transformer-based Self-Supervised Fish Segmentation in Underwater Videos.

Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi

CoRR, 2022

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

Alzayat Saleh, Marcus Sheaves, Mostafa Rahimi Azghadi

CoRR, 2022

2020

Automatic Sorting of Dwarf Minke Whale Underwater Images.

Dmitry A. Konovalov, Natalie Swinhoe, Dina B. Efremova, R. Alastair Birtles, Martha Kusetic, Suzanne Hillcoat, Matthew I. Curnock, Genevieve Williams, Marcus Sheaves

Inf., 2020

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

Alzayat Saleh, Issam H. Laradji, Dmitry A. Konovalov, Michael Bradley, David Vázquez, Marcus Sheaves

CoRR, 2020

2019

Underwater Fish Detection with Weak Multi-Domain Supervision.

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

Proceedings of the International Joint Conference on Neural Networks, 2019