• 240 Citations
  • 9 h-Index
1989 …2022
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Personal profile

Research interests

Pattern recognition, computer vision and machine vision, artificial neural networks, machine learning and deep learning.  Applications in medical image analysis, malware detection, industrial inspection.

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Projects 2007 2022

Automated pathogen detection using time-gated luminescence microscopy

Connally, R., Piper, J., Shen, J., Iredell, J., Hamey, L. & APAI, A.

1/01/0731/12/11

Project: Research

Research Outputs 1989 2019

Adversarial attacks on mobile malware detection

Shahpasand, M., Hamey, L., Vatsalan, D. & Xue, M., 21 Mar 2019, AI4Mobile 2019 - 2019 IEEE 1st International Workshop on Artificial Intelligence for Mobile. Liu, Y., Ma, L., Li, L. & Xue, M. (eds.). Piscataway NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 17-20 4 p. 8672711

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Learning systems
Smartphones
Security of data
Classifiers
Malware

Convolutional neural networks for prostate magnetic resonance image segmentation

Hassanzadeh, T., Hamey, L. G. C. & Ho-Shon, K., 13 Mar 2019, In : IEEE Access. 7, p. 36748-36760 13 p., 8666973.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Magnetic resonance
Image segmentation
Neural networks
Imaging techniques
Network performance

Face-Cap: image captioning using facial expression analysis

Mohamad Nezami, O., Dras, M., Anderson, P. & Hamey, L., 2019, Machine Learning and Principles and Practice of Knowledge Discovery in Databases: European Conference, ECML-PKDD 2018. Proceedings, Part I. Berlingerio, M., Bonchi, F., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Cham, Switzerland: Springer, Springer Nature, p. 226-240 15 p. (Lecture Notes in Artificial Intelligence; vol. 11051).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Facial Expression
Face
Cap
Image Model
Model

Impact of MRI protocols on Alzheimer's disease detection

Alam, S., Hamey, L. & Ho-Shon, K., 16 Jan 2019, 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018. Murshed, M., Paul, M., Asikuzzaman, M., Pickering, M., Natu, A., Robles-Kelly, A., You, S., Zheng, L. & Rahman, A. (eds.). Institute of Electrical and Electronics Engineers (IEEE), 8 p. 8615774

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Magnetic resonance
Atlases
Alzheimer Disease
Magnetic Resonance Imaging
Imaging techniques

Learning latent byte-level feature representation for malware detection

Yousefi-Azar, M., Hamey, L., Varadharajan, V. & Chen, S., 16 Dec 2018, Neural Information Processing: 25th International Conference, ICONIP 2018, Proceedings, Part IV. Cheng, L., Leung, A. C. S. & Ozawa, S. (eds.). Switzerland: Springer-VDI-Verlag GmbH & Co. KG, p. 568-578 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11304 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Malware
Binary
Application programs
N-gram
Classifiers