Leonard G. C. Hamey

According to our database, Leonard G. C. Hamey authored at least 48 papers between 1989 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Classification of ISAR Ship Imagery Using Transfer Learning.

Luke Rosenberg, Weiliang Zhao, Anthony Heng, Len Hamey, Si Tran Nguyen, Mehmet A. Orgun

IEEE Trans. Aerosp. Electron. Syst., February, 2024

2021

Mutual Information and Feature Importance Gradient Boosting: Automatic byte n-gram feature reranking for Android malware detection.

Mahmood Yousefi-Azar, Vijay Varadharajan, Len Hamey, Shiping Chen

Softw. Pract. Exp., 2021

Show, tell and summarise: learning to generate and summarise radiology findings from medical images.

Sonit Singh, Sarvnaz Karimi, Kevin Ho-Shon, Len Hamey

Neural Comput. Appl., 2021

2020

A Survey on Anomalous Behavior Detection for Elderly Care Using Dense-Sensing Networks.

Samundra Deep, Xi Zheng, Chandan K. Karmakar, Dongjin Yu, Leonard G. C. Hamey, Jiong Jin

IEEE Commun. Surv. Tutorials, 2020

Byte2vec: Malware Representation and Feature Selection for Android.

Mahmood Yousefi-Azar, Len Hamey, Vijay Varadharajan, Shiping Chen

Comput. J., 2020

Feature-Based Adversarial Attacks Against Machine Learnt Mobile Malware Detectors.

Maryam Shahpasand, Leonard G. C. Hamey, Mohamed Ali Kâafar, Dinusha Vatsalan

Proceedings of the 30th International Telecommunication Networks and Applications Conference, 2020

UNET-Based Multi-Task Architecture for Brain Lesion Segmentation.

Ava Assadi Abolvardi, Len Hamey, Kevin Ho-Shon

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

2019

A survey of security and privacy issues in the Internet of Things from the layered context.

Samundra Deep, Xi Zheng, Len Hamey

CoRR, 2019

Convolutional Neural Networks for Prostate Magnetic Resonance Image Segmentation.

Tahereh Hassanzadeh, Leonard G. C. Hamey, Kevin Ho-Shon

IEEE Access, 2019

Towards Generating Stylized Image Captions via Adversarial Training.

Omid Mohamad Nezami, Mark Dras, Stephen Wan, Cécile Paris, Len Hamey

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Automatic Recognition of Student Engagement Using Deep Learning and Facial Expression.

Omid Mohamad Nezami, Mark Dras, Len Hamey, Deborah Richards, Stephen Wan, Cécile Paris

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

From Chest X-Rays to Radiology Reports: A Multimodal Machine Learning Approach.

Sonit Singh, Sarvnaz Karimi, Kevin Ho-Shon, Len Hamey

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Multimodal Brain Tumour Segmentation using Densely Connected 3D Convolutional Neural Network.

Mina Ghaffari, Arcot Sowmya, Ruth Oliver, Len Hamey

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Registration Based Data Augmentation for Multiple Sclerosis Lesion Segmentation.

Ava Assadi Abolvardi, Len Hamey, Kevin Ho-Shon

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Biomedical Concept Detection in Medical Images: MQ-CSIRO at 2019 ImageCLEFmed Caption Task.

Sonit Singh, Sarvnaz Karimi, Kevin Ho-Shon, Len Hamey

Proceedings of the Working Notes of CLEF 2019, 2019

2018

Deep Learning for Domain Adaption: Engagement Recognition.

Omid Mohamad Nezami, Len Hamey, Deborah Richards, Mark Dras

CoRR, 2018

Malytics: A Malware Detection Scheme.

Mahmood Yousefi-Azar, Leonard G. C. Hamey, Vijay Varadharajan, Shiping Chen

IEEE Access, 2018

Face-Cap: Image Captioning Using Facial Expression Analysis.

Omid Mohamad Nezami, Mark Dras, Peter Anderson, Len Hamey

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Modality Classification and Concept Detection in Medical Images Using Deep Transfer Learning.

Sonit Singh, Kevin Ho-Shon, Sarvnaz Karimi, Len Hamey

Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

Learning Latent Byte-Level Feature Representation for Malware Detection.

Mahmood Yousefi-Azar, Len Hamey, Vijay Varadharajan, Shiping Chen

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Survey: Big Data Application in Biomedical Research.

Yvonne Bachiller, Peter Busch, Manolya Kavakli, Len Hamey

Proceedings of the 2018 10th International Conference on Computer and Automation Engineering, 2018

Impact of MRI Protocols on Alzheimer's Disease Detection.

Saruar Alam, Len Hamey, Kevin Ho-Shon

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

2017

Text summarization using unsupervised deep learning.

Mahmood Yousefi-Azar, Len Hamey

Expert Syst. Appl., 2017

Semi-Supervised Detection of Student Engagement.

Omid Mohamad Nezami, Debbie Richards, Len Hamey

Proceedings of the 21st Pacific Asia Conference on Information Systems, 2017

Autoencoder-based feature learning for cyber security applications.

Mahmood Yousefi-Azar, Vijay Varadharajan, Len Hamey, Udaya Kiran Tupakula

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Fast, Automatic and Scalable Learning to Detect Android Malware.

Mahmood Yousefi-Azar, Len Hamey, Vijay Varadharajan, Mark D. McDonnell

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Motion-keying Based Dynamical Scene Layering with Adaptive Learning.

Charles Z. Liu, Manolya Kavakli, Scott McCallum, Len Hamey

Proceedings of the 9th International Conference on Computer and Automation Engineering, 2017

2016

Designing a user-defined gesture vocabulary for an in-vehicle climate control system.

Hessam Jahani Fariman, Hasan J. Alyamani, Manolya Kavakli, Len Hamey

Proceedings of the 28th Australian Conference on Computer-Human Interaction, 2016

2015

A Functional Approach to Border Handling in Image Processing.

Leonard G. C. Hamey

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Query-Based Single Document Summarization Using an Ensemble Noisy Auto-Encoder.

Mahmood Yousefi-Azar, Kairit Sirts, Len Hamey, Diego Mollá Aliod

Proceedings of the Australasian Language Technology Association Workshop, 2015

2014

Respect Your Parents: How Attribution and Rewriting Can Get Along.

Anthony M. Sloane, Matthew Roberts, Leonard G. C. Hamey

Proceedings of the Software Language Engineering - 7th International Conference, 2014

2011

Bucket attack on numeric set watermarking model and safeguards.

Gaurav Gupta, Josef Pieprzyk, Len Hamey

Inf. Secur. Tech. Rep., 2011

2010

Improved Reconstruction of Flutter Shutter Images for Motion Blur Reduction.

Abeed Sarker, Leonard G. C. Hamey

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

2009

Luminescent Microspheres Resolved from Strong Background on an Automated Time-Gated Luminescence Microscopy Workstation.

Leonard G. C. Hamey, Russell E. Connally, Simon Wong Too Yen, Thomas S. Lawson, James A. Piper, Jon Iredell

Proceedings of the DICTA 2009, 2009

2008

Radiometric Camera Calibration.

Leonard G. C. Hamey

Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

2007

Implementing a Domain-Specific Language Using Stratego/XT: An Experience Paper.

Leonard G. C. Hamey, Shirley Goldrei

Proceedings of the Seventh Workshop on Language Descriptions, Tools, and Applications, 2007

Pancam: In-Service Inspection of Locomotive Pantographs.

Leonard G. C. Hamey, Timothy Watkins, Simon Wong Too Yen

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

Efficient Image Processing with the Apply Language.

Leonard G. C. Hamey

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

2005

Automatic Number Plate Recognition for Australian Conditions.

Leonard G. C. Hamey, Colin Priest

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

Simultaneous Estimation of Camera Response Function, Target Reflectance and Irradiance Values.

Leonard G. C. Hamey

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

2003

Teaching Secure Data Communications Using a Game Representation.

Leonard G. C. Hamey

Proceedings of the Fifth Australasian Computing Education Conference (ACE 2003), 2003

1998

XOR has no local minima: A case study in neural network error surface analysis.

Leonard G. C. Hamey

Neural Networks, 1998

Pre-processing colour images with a self-organising map: baking curve identification and bake image segmentation.

Leonard G. C. Hamey, Jeffrey C.-H. Yeh, Tas Westcott, Samuel K. Y. Sung

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1995

Colour bake inspection system using hybrid artificial neural networks.

Jeffrey C.-H. Yeh, Leonard G. C. Hamey, Tas Westcott, Samuel K. Y. Sung

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Minimisation of data collection by active learning.

Tirthankar RayChaudhuri, Leonard G. C. Hamey

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1994

Comments on "Can backpropagation error surface not have local minima?".

Leonard G. C. Hamey

IEEE Trans. Neural Networks, 1994

1991

Benchmarking Feed-Forward Neural Networks: Models and Measures.

Leonard G. C. Hamey

Proceedings of the Advances in Neural Information Processing Systems 4, 1991

1989

An architecture independent programming language for low-level vision.

Leonard G. C. Hamey, Jon A. Webb, I-Chen Wu

Comput. Vis. Graph. Image Process., 1989