Publications | The School of Natural and Computing Sciences

SwinMas: Shifted Windows and Mask Unit Attention with Auxiliary Supervision for Medical Image Segmentation

2026

Lawal, M., Yi, D.

Biomedical Signal Processing and Control, vol. 113, no. A, 108858

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.bspc.2025.108858
Open Access: http://aura.abdn.ac.uk/bitstreams/dbeab86d-092c-4229-8bda-2827bb43e6a6/download

Capsule Network Projectors are Equivariant and Invariant Learners

2025

Everett, M., Durrant, A., Zhong, M., Leontidis, G.

Transactions on Machine Learning Research, vol. 2025, no. 10, 4991

Contributions to Journals: Articles

Online: https://openreview.net/forum?id=7owCO3qskH
Open Access: http://aura.abdn.ac.uk/bitstreams/8673d860-a1f7-4f89-85f4-8339e88778e4/download

VisionTreeS: A Hybrid Tree-Based Visual Masked Autoencoder Approach for Strawberry Yield Forecasting From Low-Resolution Data

2025 - E-pub ahead of print

Beddows, M. A., Durrant, A., Leontidis, G.

IEEE Transactions on AgriFood Electronics, TAFE-05-0097-2025

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TAFE.2025.3613081
Open Access: http://aura.abdn.ac.uk/bitstreams/2041b43f-3e47-429b-b7f2-546652c6f55c/download

Near-infrared vascular image segmentation using multi-stage enhancement and TAU-Net

2025

Tian, Z., Liu, H., Ji, Q., Wang, S., Li, Q., Yi, D., Liu, X.

Infrared physics & technology, vol. 148, 105875

Contributions to Journals: Articles

Online: https://www.sciencedirect.com/science/article/pii/S1350449525001689
Digital Object Identifier: https://doi.org/10.1016/j.infrared.2025.105875
Open Access: http://aura.abdn.ac.uk/bitstreams/8dc79eaa-0cae-4325-8111-f2cf74c50490/download
Additional Links: View publication in Scopus

An End-to-End System for Culturally-Attuned Driving Feedback using a Dual-Component NLG Engine

2025 - Accepted/In press

Thompson, I. P., Yi, D., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Can Image Quality Assessment Help Medical Image Segmentation?

2025 - Accepted/In press

Lawal, M., Sharma, P., Murchie, P., Yi, D.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Mobile Phone Sensor-based Nigerian Driving Dataset to Detect Alcohol-influenced Behaviours

2025 - Accepted/In press

Thompson, I. P., Yi, D., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Open Access: http://aura.abdn.ac.uk/bitstreams/60e373a7-17ba-43a9-8063-80e438c79f1e/download

Fish Detection and Size Estimation Using Curved Ellipse Modeling and Voting-Based Matching

2025 - Accepted/In press

Moorhead, C., Hua, Y., Yi, D., Li, Y., Fernandes, P. G.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

NERO: Explainable Out-of-Distribution Detection with Neuron-level Relevance in Gastrointestinal Imaging

2025 - Accepted/In press

Chhetri, A., Korhonen, J., Gyawali, P. K., Bhattarai, B.

Contributions to Conferences: Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2506.15404
Open Access: http://aura.abdn.ac.uk/bitstreams/14793565-22c1-4fc8-9929-c1aefbc54efa/download
Additional Links: Conference home page

OmniNet: An Expandable Causal Inference Network for Multiple Modalities

2025

Zhou, Y., Leontidis, G., Zhong, M.

Neural Computing and Applications, vol. 37, no. 19, pp. 13749–13763

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s00521-025-11202-9
Open Access: http://aura.abdn.ac.uk/bitstreams/ad331667-0007-4431-84ba-d2958e145871/download