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ORCIDAlzayat Saleh
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Journal Articles
- 2024
[j4]Alzayat Saleh
, Alex Olsen, Jake C. Wood, Bronson Philippa, Mostafa Rahimi Azghadi:
WeedCLR: Weed contrastive learning through visual representations with class-optimized loss in long-tailed datasets. Comput. Electron. Agric. 227: 109526 (2024)- [j3]Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi:
Applications of deep learning in fish habitat monitoring: A tutorial and survey. Expert Syst. Appl. 238(Part B): 121841 (2024) - [j2]Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi:
How to track and segment fish without human annotations: a self-supervised deep learning approach. Pattern Anal. Appl. 27(1): 4 (2024) - 2021
- [j1]Alzayat Saleh, Issam H. Laradji, Corey Lammie, David Vázquez, Carol A. Flavell, Mostafa Rahimi Azghadi:
A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images. IEEE J. Biomed. Health Informatics 25(10): 3865-3873 (2021)
Conference and Workshop Papers
- 2019
- [c2]Dmitry A. Konovalov, Alzayat Saleh, Dina B. Efremova, Jose A. Domingos, Dean R. Jerry:
Automatic Weight Estimation of Harvested Fish from Images. DICTA 2019: 1-7 - [c1]Dmitry A. Konovalov, Alzayat Saleh, Michael Bradley, Mangalam Sankupellay, Simone Marini, Marcus Sheaves:
Underwater Fish Detection with Weak Multi-Domain Supervision. IJCNN 2019: 1-8
Informal and Other Publications
- 2024
- [i17]Mostafa Rahimi Azghadi, Alex Olsen, Jake C. Wood, Alzayat Saleh, Brendan Calvert, Terry Granshaw, Emilie Fillols, Bronson Philippa:
Precise Robotic Weed Spot-Spraying for Reduced Herbicide Usage and Improved Environmental Outcomes - A Real-World Case Study. CoRR abs/2401.13931 (2024) - [i16]Alzayat Saleh, Alex Olsen, Jake C. Wood, Bronson Philippa, Mostafa Rahimi Azghadi:
ShadowRemovalNet: Efficient Real-Time Shadow Removal. CoRR abs/2403.08142 (2024) - [i15]Alzayat Saleh, Alex Olsen, Jake C. Wood, Bronson Philippa, Mostafa Rahimi Azghadi:
Semi-Supervised Weed Detection for Rapid Deployment and Enhanced Efficiency. CoRR abs/2405.07399 (2024) - [i14]Alzayat Saleh, Melanie Olsen, Bouchra Senadji, Mostafa Rahimi Azghadi:
Learning from the Giants: A Practical Approach to Underwater Depth and Surface Normals Estimation. CoRR abs/2410.02072 (2024) - 2023
- [i13]Alzayat Saleh, Md. Mehedi Hasan, Herman W. Raadsma, Mehar S. Khatkar, Dean R. Jerry, Mostafa Rahimi Azghadi:
Prawn Morphometrics and Weight Estimation from Images using Deep Learning for Landmark Localization. CoRR abs/2307.07732 (2023) - [i12]Alzayat Saleh, Alex Olsen, Jake C. Wood, Bronson Philippa, Mostafa Rahimi Azghadi:
WeedCLR: Weed Contrastive Learning through Visual Representations with Class-Optimized Loss in Long-Tailed Datasets. CoRR abs/2310.12465 (2023) - 2022
- [i11]Alzayat Saleh, Marcus Sheaves, Mostafa Rahimi Azghadi:
Computer Vision and Deep Learning for Fish Classification in Underwater Habitats: A Survey. CoRR abs/2203.06951 (2022) - [i10]Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi:
Transformer-based Self-Supervised Fish Segmentation in Underwater Videos. CoRR abs/2206.05390 (2022) - [i9]Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi:
Applications of Deep Learning in Fish Habitat Monitoring: A Tutorial and Survey. CoRR abs/2206.05394 (2022) - [i8]Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi:
Unsupervised Fish Trajectory Tracking and Segmentation. CoRR abs/2208.10662 (2022) - [i7]Alzayat Saleh, David Jones, Dean R. Jerry, Mostafa Rahimi Azghadi:
A lightweight Transformer-based model for fish landmark detection. CoRR abs/2209.05777 (2022) - [i6]Alzayat Saleh, Marcus Sheaves, Dean R. Jerry, Mostafa Rahimi Azghadi:
Adaptive Uncertainty Distribution in Deep Learning for Unsupervised Underwater Image Enhancement. CoRR abs/2212.08983 (2022) - 2021
- [i5]Alzayat Saleh, Issam H. Laradji, Corey Lammie, David Vázquez, Carol A. Flavell, Mostafa Rahimi Azghadi:
A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images. CoRR abs/2109.14919 (2021) - 2020
- [i4]Alzayat Saleh, Issam H. Laradji, Dmitry A. Konovalov, Michael Bradley, David Vázquez, Marcus Sheaves:
A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis. CoRR abs/2008.12603 (2020) - [i3]Issam H. Laradji, Alzayat Saleh, Pau Rodríguez, Derek Nowrouzezahrai, Mostafa Rahimi Azghadi, David Vázquez:
Affinity LCFCN: Learning to Segment Fish with Weak Supervision. CoRR abs/2011.03149 (2020) - 2019
- [i2]Dmitry A. Konovalov, Alzayat Saleh, Michael Bradley, Mangalam Sankupellay, Simone Marini, Marcus Sheaves:
Underwater Fish Detection with Weak Multi-Domain Supervision. CoRR abs/1905.10708 (2019) - [i1]Dmitry A. Konovalov, Alzayat Saleh, Dina B. Efremova, Jose A. Domingos, Dean R. Jerry:
Automatic Weight Estimation of Harvested Fish from Images. CoRR abs/1909.02710 (2019)
Coauthor Index
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