Publications
Recent publications by members of the research group. To see a full list of publications for any individual, view their research profile.
- Guo, Z, Fang, L, Lin, J, Qian, Y, Zhao, S, Wang, Z, Dong, J, Chen, C, Arandjelović, O & Lau, CP 2024 'A Grey-box attack against latent diffusion model-based image editing by posterior collapse' arXiv. <http://arxiv.org/abs/2408.10901>
- Guo, Z, Li, W, Qian, Y, Arandelovic, O & Fang, L 2024, A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models. in International Conference on Artificial Intelligence and Statistics. vol. 238, pp. 901-909.
- Lei, Y, He, S, Khamis, M & Ye, J 2024, 'An end-to-end review of gaze estimation and its interactive applications on handheld mobile devices', ACM Computing Surveys, vol. 56, no. 2, 34. https://doi.org/10.1145/3606947
- Guo, Z, Dong, J, Qian, Y, Wang, K, Li, W, Guo, Z, Wang, Y, Li, Y, Arandjelović, O & Fang, L 2024 'Artwork protection against neural style transfer using locally adaptive adversarial color attack' arXiv. <http://arxiv.org/abs/2401.09673>
- Mohammadi, M, Fell, C, Morrison, D, Syed, S, Konanahalli, P, Bell, S, Bryson, G, Arandjelović, O, Harrison, DJ & Harris-Birtill, D 2024, 'Automated reporting of cervical biopsies using artificial intelligence', PLOS Digital Health, vol. 3, no. 4, e0000381. https://doi.org/10.1371/journal.pdig.0000381
- Hanson, NN, Ounsley, JP, Henry, J, Terzić, K & Caneco, B 2024, 'Automatic detection of fish scale circuli using deep learning', Biology Methods and Protocols, vol. 9, no. 1, bpae056. https://doi.org/10.1093/biomethods/bpae056
- Guo, Z, Guo, Z, Arandelovic, O & di Falco, A 2024, Generative model for multiple-purpose inverse design and forward prediction of disordered waveguides in linear and nonlinear regimes. in F Ferranti, MK Hedayati & A Fratalocchi (eds), Machine Learning in Photonics., 1301702, Proceedings of SPIE - The International Society for Optical Engineering, vol. 13017, SPIE, Machine Learning in Photonics 2024, Strasbourg, France, 8/04/24. https://doi.org/10.1117/12.3017130
- Myles, C, Um, IH, Harrison, DJ & Harris-Birtill, DCC 2024, Leveraging foundation models for enhanced detection of colorectal cancer biomarkers in small datasets. in MH Yap, C Kendrick, A Behera, T Cootes & R Zwiggelaar (eds), Medical image understanding and analysis: 28th annual conference, MIUA 2024, Manchester, UK, July 24–26, 2024, proceedings, part I. Lecture notes in computer science, vol. 14859, Springer, Cham, pp. 329-343, Medical Image Understanding and Analysis: 28th Annual Event, Manchester, United Kingdom, 24/07/24. https://doi.org/10.1007/978-3-031-66955-2_23
- Dimitriou, N, Arandelovic, O & Harrison, DJ 2024, 'Magnifying networks for histopathological images with billions of pixels', Diagnostics, vol. 14, no. 5, 524. https://doi.org/10.3390/diagnostics14050524
- Abdulrahim Kadi, H & Terzić, K 2024, PlaNet-ClothPick: effective fabric flattening based on latent dynamic planning. in 2024 IEEE/SICE International Symposium on System Integration (SII) ., 10417545, IEEE/SICE International Symposium on System Integration (SII), IEEE, pp. 972-979, 2024 16th IEEE/SICE International Symposium on System Integration, Ha Long, Vietnam, 8/01/24. https://doi.org/10.1109/SII58957.2024.10417545
- Pirzada, P, Wilde, A & Harris-Birtill, DCC 2024, 'Remote photoplethysmography for heart rate and blood oxygenation measurement: a review', IEEE Sensors Journal, vol. 24, no. 15, 10552193. https://doi.org/10.1109/JSEN.2024.3405414
- Jiang, A & Ye, J 2024, 'SelfVis: self-supervised learning for human activity recognition based on area charts', IEEE Transactions on Emerging Topics in Computing, vol. Early Access, pp. 1-12. https://doi.org/10.1109/TETC.2024.3392850