Publications | The School of Natural and Computing Sciences

Embedding AI-Enabled Data Infrastructures for Sustainability in Agri-Food: Soft-Fruit and Brewery Use Case Perspectives

2024

Markovic, M., Li, A. H., Ayall, T. A., Watson, N. J., Bowler, A. L., Woods, M., Edwards, P., Ramsey, R., Beddows, M. A., Kuhnert, M., Leontidis, G.

Sensors, vol. 24, no. 2024, 7327

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/s24227327
Open Access: http://aura.abdn.ac.uk/bitstreams/56c28a6a-f00e-40ac-bba6-09604d02fea9/download

3DTA: No-Reference 3D Point Cloud Quality Assessment with Twin Attention

2024

Zhu, L., Cheng, J., Wang, X., Su, H., Yang, H., Yuan, H., Korhonen, J.

IEEE Transactions on Multimedia, vol. 26, pp. 10489 - 10502

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TMM.2024.3407698
Additional Links: View publication in Scopus

Farm Explorer: A Tool for Calculating Transparent Greenhouse Gas Emissions

2024

Markovic, M., Germano, S., Garijo, D., Edwards, P., Li, A., Ayall, T. A., Ramsey, R., Leontidis, G.

Contributions to Journals: Conference Articles

Online: https://ceur-ws.org/Vol-3828/paper31.pdf
Open Access: http://aura.abdn.ac.uk/bitstreams/8933a31f-de0d-4382-8d8d-c6d04b6473a2/download

LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations

2024

Alkhalefi, M. A. M. A. A., Leontidis, G., Zhong, M.

Transactions on Machine Learning Research, pp. 1-16

Contributions to Journals: Articles

Online: https://openreview.net/forum?id=y8qGOvUn1r
Open Access: http://aura.abdn.ac.uk/bitstreams/addb9cc4-62ce-48f8-90f5-55bc1c9202f3/download

Active Label Refinement for Robust Training of Imbalanced Medical Image Classification Tasks in the Presence of High Label Noise

2024

Khanal, B., Dai, T., Bhattarai, B., Linte, C. A.

Contributions to Conferences: Papers

Digital Object Identifier: https://doi.org/10.1007/978-3-031-72120-5_4
Open Access: http://aura.abdn.ac.uk/bitstreams/9adba5b0-2cdb-4f9b-a279-10ad16dd83c8/download

Polar Contrast Attention and Skip Cross-channel Aggregation for Efficient Learning in U-Net

2024

Lawal, M., Yi, D.

Computers in Biology and Medicine, vol. 181, 109047

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.compbiomed.2024.109047
Open Access: http://aura.abdn.ac.uk/bitstreams/bfa50d1f-e5a9-4553-a76d-6737e3f6b12d/download

Emo-LSTM: An Emotion Recognition Model of ECG Data Based on Long Short-Term Memory

2024

Tian, Z., Liu, H., Mi, D., Yi, D., Li, Q.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-981-97-7139-4_77
Additional Links: View publication in Scopus

Extraction of Forearm Near-Infrared Vascular Skeleton Based on Zhang-Suen Refinement Algorithm

2024

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

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-981-97-7139-4_64
Additional Links: View publication in Scopus

Real-time Semantic Segmentation of Solar Photovoltaic Arrays for Autonomous UAV Flights

2024

Li, N., Chen, H., Sun, Z., Gao, J., Yi, D., Liu, C., Su, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.23919/CCC63176.2024.10662016
Additional Links: View publication in Scopus

PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic Segmentation

2024

Zhao, X., Yang, Z., Dai, T., Zhang, B., Xiao, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://openaccess.thecvf.com/content/CVPR2024/html/Zhao_PSDPM_Prototype-based_Secondary_Discriminative_Pixels_Mining_for_Weakly_Supervised_Semantic_CVPR_2024_paper.html
Digital Object Identifier: https://doi.org/10.1109/CVPR52733.2024.00330