Alzayat Saleh
Machine Learning Engineer
My research interests include developing novel deep learning methods for
underwater fish detection, segmentation, tracking, and landmark detection.
I also apply deep learning techniques to biomedical image analysis,
such as measuring abdominal muscle dimensions from ultrasound images.
Image-Based Prawn Weight and Morphometry Estimation using Deep Learning with Kronecker Product Features and Landmark Localization
A. Saleh, M. Hasan, H. Raadsma, M. Khatkar, D. Jerry, MR. Azghadi [PDF]
Adaptive Uncertainty Distribution in Deep Learning for Unsupervised Underwater Image Enhancement
A. Saleh, M. Sheaves, D. Jerry, MR. Azghadi [PDF]
A lightweight Transformer-based model for fish landmark detection
A. Saleh, D. Jones, D. Jerry, MR. Azghadi [PDF]
Unsupervised Fish Trajectory Tracking and Segmentation
A. Saleh, M. Sheaves, D. Jerry, MR. Azghadi [PDF]
Computer vision and deep learning for fish classification in underwater habitats: A survey
A. Saleh, M. Sheaves, MR. Azghadi [PDF]
Transformer-based Self-Supervised Fish Segmentation in Underwater Videos
A. Saleh, M. Sheaves, D. Jerry, MR. Azghadi [PDF]
Applications of deep learning in fish habitat monitoring: A tutorial and survey
A. Saleh, M. Sheaves, D. Jerry, MR. Azghadi [PDF]
Weakly supervised underwater fish segmentation using affinity LCFCN
IH. Laradji, A. Saleh, P. Rodriguez, D. Nowrouzezahrai, MR. Azghadi [PDF]
A deep learning localization method for measuring abdominal muscle dimensions in ultrasound images
A. Saleh, IH. Laradji, C. Lammie, D. Vazquez, CA. Flavell, MR. Azghadi [PDF]
A realistic fish-habitat dataset to evaluate algorithms for underwater visual analysis
A. Saleh, IH. Laradji, DA. Konovalov, M. Bradley, D. Vazquez, M. Sheaves [PDF]
Developing deep learning methods for aquaculture applications
A. Saleh [PDF]
Automatic weight estimation of harvested fish from images
DA. Konovalov, A. Saleh, DB. Efremova, JA. Domingos, DR. Jerry [PDF]
Underwater fish detection with weak multi-domain supervision
DA. Konovalov, A. Saleh, M. Bradley, M. Sankupellay, S. Marini, M. Sheaves [PDF]
Estimating mass of harvested Asian seabass Lates calcarifer from images
DA. Konovalov, A. Saleh, JA. Domingos, RD. White, DR. Jerry [PDF]