Publications | The School of Natural and Computing Sciences

Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-marker Detection

2024

Yi, D., Baltov, P., Hua, Y., Philip, S., Sharma, P. K.

IEEE journal of biomedical and health informatics, vol. 28, no. 4, pp. 1959 - 1970

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/JBHI.2023.3313785
Open Access: http://aura.abdn.ac.uk/bitstream/2164/21967/1/Yi_etal_IEEEJBHI_Compound_Scalling_Encoder_AAM.pdf
Additional Links: View publication in Scopus

Part-Whole Relational Few-Shot 3D Point Cloud Semantic Segmentation

2024

Xu, S., Zhang, L., Jiang, G., Hua, Y., Liu, Y.

Computers, Materials and Continua, vol. 78, no. 3, pp. 3021-3039

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.32604/cmc.2023.045853
Open Access: http://aura.abdn.ac.uk/bitstream/2164/23394/1/Xu_etal_CMC_Part_Whole_Relational_VOR.pdf
Additional Links: View publication in Scopus

On the Explainable Detection of Stress Levels Using Heart Rate Variability Based Deep Neural Networks

2024

Lin, Y., Ghose, D., Korhonen, J., You, J., Dash, S. P.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/Healthcom56612.2023.10472396
Additional Links: View publication in Scopus

High Resolution Image Quality Database

2024

Huang, H., Wan, Q., Korhonen, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/ICASSP48485.2024.10446520
Open Access: http://aura.abdn.ac.uk/bitstream/2164/23724/1/2401.16087v1.pdf
Additional Links: View publication in Scopus

Image Augmentation with Controlled Diffusion for Weakly-Supervised Semantic Segmentation

2024

Wu, W., Dai, T., Huang, X., Ma, F., Xiao, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/ICASSP48485.2024.10447893

LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations

2024

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

Working Papers and Discussion Papers

Online: https://arxiv.org/pdf/2403.06813.pdf
Open Access: http://aura.abdn.ac.uk/bitstream/2164/23100/1/2403.06813.pdf
Additional Links: https://abdn.elsevierpure.com/en/publications/ea2ad6f5-8ccb-4f34-aac4-5dabd6f9847e

Segment Anything Model (SAM) for Automatic Crater Detection

2024

Giannakis, I., Bhardwaj, A., Sam, L., Leontidis, G.

EGU General Assembly 2024, pp. 21146

Contributions to Conferences: Abstracts

Digital Object Identifier: https://doi.org/10.5194/egusphere-egu24-21146
Open Access: http://aura.abdn.ac.uk/bitstream/2164/24022/1/EGU24-21146-print.pdf

Temporal properties of self-prioritization

2024

Lu, Z., He, X., Yi, D., Sui, J.

Entropy, vol. 26, no. 3, 242

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/e26030242
Open Access: http://aura.abdn.ac.uk/bitstream/2164/22982/1/Lu_etal_E_Temporal_Properties_Of_VoR.pdf

Masked Capsule Autoencoders

2024

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

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2403.04724
Open Access: http://aura.abdn.ac.uk/bitstream/2164/23069/1/Masked_Capsule_Autoencoders.pdf

Smartphone-based extendable telematic data collection app

2024

Peter, T. I., Reiter, E., Yi, D.

Software Impacts, vol. 19, 100601

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.simpa.2023.100601
Open Access: http://aura.abdn.ac.uk/bitstream/2164/22510/1/Thompson_etal_SI_Smartphone_based_extendable_VOR.pdf
Additional Links: View publication in Scopus