Outputs (4357)

Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection (2019)
Presentation / Conference Contribution
Akcay, A., Atapour-Abarghouei, A., & Breckon, T. P. (2019, July). Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection. Presented at Proc. Int. Joint Conference on Neural Networks, Budapest, Hungary

Despite inherent ill-definition, anomaly detection is a research endeavour of great interest within machine learning and visual scene understanding alike. Most commonly, anomaly detection is considered as the detection of outliers within a given data... Read More about Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection.

A Baseline for Multi-Label Image Classification Using An Ensemble of Deep Convolutional Neural Networks (2019)
Presentation / Conference Contribution
Wang, Q., Ning, J., & Breckon, T. (2019, September). A Baseline for Multi-Label Image Classification Using An Ensemble of Deep Convolutional Neural Networks. Presented at 26th IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan

Recent studies on multi-label image classification have focused on designing more complex architectures of deep neural networks such as the use of attention mechanisms and region proposal networks. Although performance gains have been reported, the b... Read More about A Baseline for Multi-Label Image Classification Using An Ensemble of Deep Convolutional Neural Networks.

An international retrospective multi-center study of retinal optical coherence tomography in neuromyelitis optica spectrum disorders: the CROCTINO study (2019)
Journal Article
Oertel, F., Specovius, S., Zimmermann, H., Chien, C., Motamedi, S., Cook, L., Martinez-Lapiscina, E., Lana Peixoto, M., Fontenelle, M., Palace, J., Roca-Fernandez, A., Siritho, S., Altintas, A., Tanriverdi, U., Jacob, A., Huda, S., Marignier, R., Nerrant, E., Calvo, A. C., de Seze, J., …Int Clinical Consortium, G. (2019). An international retrospective multi-center study of retinal optical coherence tomography in neuromyelitis optica spectrum disorders: the CROCTINO study. Multiple Sclerosis Journal, 25(2, SI), 709-711

On Lagrangian mechanics and the implicit material point method for large deformation elasto-plasticity (2019)
Journal Article
Coombs, W., Augarde, C., Brennan, A., Brown, M., Charlton, T., Knappett, J., Ghaffari Motlagh, Y., & Wang, L. (2020). On Lagrangian mechanics and the implicit material point method for large deformation elasto-plasticity. Computer Methods in Applied Mechanics and Engineering, 358, Article 112622. https://doi.org/10.1016/j.cma.2019.112622

The material point method is ideally suited to modelling problems involving large deformations where conventional mesh-based methods would struggle. However, total and updated Lagrangian approaches are unsuitable and non-ideal, respectively, in terms... Read More about On Lagrangian mechanics and the implicit material point method for large deformation elasto-plasticity.

Scheduling Infrastructure Renewal for Railway Networks (2019)
Journal Article
Dao, C. D., Hartmann, A., Lamper, A., & Herbert, P. (2019). Scheduling Infrastructure Renewal for Railway Networks. Journal of Infrastructure Systems, 25(4), Article 04019027. https://doi.org/10.1061/%28asce%29is.1943-555x.0000515

The pressing necessity to renew infrastructure assets in developed railway systems leads to an increased number of activities to be scheduled annually. Scheduling of renewal activities for a railway network is a critical task because these activities... Read More about Scheduling Infrastructure Renewal for Railway Networks.

Positive flatband voltage shift in phosphorus doped SiO₂/N-type 4H-SiC MOS capacitors under high field electron injection (2019)
Journal Article
Idris, M. I., Weng, M. H., Peters, A., Siddall, R. J., Townsend, N. J., Wright, N. G., & Horsfall, A. B. (2019). Positive flatband voltage shift in phosphorus doped SiO₂/N-type 4H-SiC MOS capacitors under high field electron injection. Journal of Physics D: Applied Physics, 52(50), Article 505102. https://doi.org/10.1088/1361-6463/ab41dc

The effect of phosphorus inclusion on different bias stress at high electric field on phosphorus doped SiO2 is investigated by electrical measurements of SiC MOS capacitors. 1 MHz measurements with (1) different bias hold time (up to 999 s at room an... Read More about Positive flatband voltage shift in phosphorus doped SiO₂/N-type 4H-SiC MOS capacitors under high field electron injection.

Inter-Laminar Fault Analysis of Magnetic Cores with Grain-Oriented Electrical Steels under Harmonic Distortion Magnetisations (2019)
Journal Article
Hamzehbahmani, H. (2020). Inter-Laminar Fault Analysis of Magnetic Cores with Grain-Oriented Electrical Steels under Harmonic Distortion Magnetisations. IET Science, Measurements and Technology, 14(1), 26-31. https://doi.org/10.1049/iet-smt.2019.0191

Inter-laminar faults (ILFs) have major impacts on the overall performance of the electrical machines and power transformers, among which extra power loss and hence lower efficiency could be highlighted. This paper presents an in depth analysis on ene... Read More about Inter-Laminar Fault Analysis of Magnetic Cores with Grain-Oriented Electrical Steels under Harmonic Distortion Magnetisations.

Washing Durability of PDMS-Conductive Fabric Composite: Realizing Washable UHF RFID Tags (2019)
Journal Article
Simorangkir, R. B. V. B., Le, D., Bjorninen, T., Sayem, A. S. M., Zhadobov, M., & Sauleau, R. (2019). Washing Durability of PDMS-Conductive Fabric Composite: Realizing Washable UHF RFID Tags. IEEE Antennas and Wireless Propagation Letters, 18(12), 2572-2576. https://doi.org/10.1109/lawp.2019.2943535

In this letter, we present experimental investigations on washing durability of a polydimethylsiloxane (PDMS)-conductive fabric composite to validate its applicability for the realization of flexible wearable antennas that can withstand multiple wash... Read More about Washing Durability of PDMS-Conductive Fabric Composite: Realizing Washable UHF RFID Tags.

Sequential Bayesian Detection of Spike Activities From Fluorescence Observations (2019)
Journal Article
Wei, Z., Li, B., Guo, W., Hu, W., & Zhao, C. (2019). Sequential Bayesian Detection of Spike Activities From Fluorescence Observations. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 5(1), 3-18. https://doi.org/10.1109/tmbmc.2019.2943288

Extracting and detecting spike activities from the fluorescence observations is an important step in understanding how neuron systems work. The main challenge lies in the combined ambient noise with fluctuated baseline, which contaminates the observa... Read More about Sequential Bayesian Detection of Spike Activities From Fluorescence Observations.

Vortex evolution in the near wake behind polygonal cylinders (2019)
Journal Article
Wang, Q., Gan, L., Xu, S., & Zhou, Y. (2020). Vortex evolution in the near wake behind polygonal cylinders. Experimental Thermal and Fluid Science, 110, Article 109940. https://doi.org/10.1016/j.expthermflusci.2019.109940

The near wake of the polygonal cylinder with the side number N = 3~∞ is systematically studied using particle image velocimetry (PIV) at Re = 1.6 × 104. The proper orthogonal decomposition (POD) analysis is carried out to extract the large-scale cohe... Read More about Vortex evolution in the near wake behind polygonal cylinders.