Paul Miller

Affiliations:
  • Queen's University, Belfast, UK


According to our database1, Paul Miller authored at least 85 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
LOFReg: An outlier-based regulariser for deep metric learning.
Comput. Vis. Image Underst., December, 2023

Network Intrusion Detection by Variational Component-Based Feature Saliency Gaussian Mixture Clustering.
Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

A Meta-learning Approach for Domain Generalisation across Visual Modalities in Vehicle Re-identification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Android Malware Detection Using Deep Learning.
Proceedings of the Artificial Intelligence and Cybersecurity: Theory and Applications, 2023

2022
3-D Human Pose Estimation Using Iterative Conditional Squeeze and Excitation Networks.
IEEE Trans. Cybern., 2022

Closing the Domain Gap for Cross-modal Visible-Infrared Vehicle Re-identification.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Optimising Vulnerability Triage in DAST with Deep Learning.
Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security, 2022

2021
Component-Based Feature Saliency for Clustering.
IEEE Trans. Knowl. Data Eng., 2021

Multi-view deep learning for zero-day Android malware detection.
J. Inf. Secur. Appl., 2021

Least Privilege Learning for Attribute Obfuscation.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models.
Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, 2021

2020
Multi-level Deep Learning Vehicle Re-identification using Ranked-based Loss Functions.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models.
Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

DANdroid: A Multi-View Discriminative Adversarial Network for Obfuscated Android Malware Detection.
Proceedings of the CODASPY '20: Tenth ACM Conference on Data and Application Security and Privacy, 2020

2019
Video Person Re-Identification for Wide Area Tracking Based on Recurrent Neural Networks.
IEEE Trans. Circuits Syst. Video Technol., 2019

Anomaly Detection in Network Traffic Using Dynamic Graph Mining with a Sparse Autoencoder.
Proceedings of the 18th IEEE International Conference On Trust, 2019

Cell Detection With Deep Convolutional Networks Trained With Minimal Annotations.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Feature2Vec: Distributional semantic modelling of human property knowledge.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018
Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model.
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

2017
Person Reidentification Using Deep Convnets With Multitask Learning.
IEEE Trans. Circuits Syst. Video Technol., 2017

Hierarchical Task Network planning with common-sense reasoning for multiple-people behaviour analysis.
Expert Syst. Appl., 2017

Evidential Network Modeling for Cyber-Physical System State Inference.
IEEE Access, 2017

A fuzzy multicriteria aggregation method for data analytics: Application to insider threat monitoring.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Deep Android Malware Detection.
Proceedings of the Seventh ACM Conference on Data and Application Security and Privacy, 2017

2016
An evidential fusion approach for gender profiling.
Inf. Sci., 2016

Evidential event inference in transport video surveillance.
Comput. Vis. Image Underst., 2016

Accelerating large scale centroid-based clustering with locality sensitive hashing.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Recurrent Convolutional Network for Video-Based Person Re-identification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Dense Multiperson Tracking with Robust Hierarchical Linear Assignment.
IEEE Trans. Cybern., 2015

Region-based Mixture of Gaussians modelling for foreground detection in dynamic scenes.
Pattern Recognit., 2015

Fast convergence of regularised Region-based Mixture of Gaussians for dynamic background modelling.
Comput. Vis. Image Underst., 2015

Generating Realistic Labelled, Weighted Random Graphs.
Algorithms, 2015

Enhancing Linear Programming with Motion Modeling for Multi-target Tracking.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Vertex Clustering of Augmented Graph Streams.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Data-augmentation for reducing dataset bias in person re-identification.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
Scaled Heavy-Ball Acceleration of the Richardson-Lucy Algorithm for 3D Microscopy Image Restoration.
IEEE Trans. Image Process., 2014

Finding the most descriptive substructures in graphs with discrete and numeric labels.
J. Intell. Inf. Syst., 2014

Using a Discrete Hidden Markov Model Kernel for lip-based biometric identification.
Image Vis. Comput., 2014

Computational approaches to finding and measuring inconsistency in arbitrary knowledge bases.
Int. J. Approx. Reason., 2014

Gait Based Gender Recognition Using Sparse Spatio Temporal Features.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

An Extended Event Reasoning Framework for Decision Support under Uncertainty.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Evidence Reasoning for Event Inference in Smart Transport Video Surveillance.
Proceedings of the International Conference on Distributed Smart Cameras, 2014

Video Event Recognition by Dempster-Shafer Theory.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Regularised region-based Mixture of Gaussians for dynamic background modelling.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

A game-theoretic approach for threats detection and intervention in surveillance.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
Hardware Acceleration of Background Modeling in the Compressed Domain.
IEEE Trans. Inf. Forensics Secur., 2013

Mean shift based gradient vector flow for image segmentation.
Comput. Vis. Image Underst., 2013

An Improvement of Subject Reacquisition by Reasoning and Revision.
Proceedings of the Scalable Uncertainty Management - 7th International Conference, 2013

Agwan: A Generative Model for Labelled, Weighted Graphs.
Proceedings of the New Frontiers in Mining Complex Patterns, 2013

Spatial mixture of Gaussians for dynamic background modelling.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

Online multiperson tracking with occlusion reasoning and unsupervised track motion model.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012
Evidential Fusion for Gender Profiling.
Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

A Characteristic Function Approach to Inconsistency Measures for Knowledge Bases.
Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

Tools for Finding Inconsistencies in Real-world Logic-based Systems.
Proceedings of the STAIRS 2012, 2012

Scaled Heavy-Ball acceleration of the Richardson-Lucy algorithm.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

An Evidential Improvement for Gender Profiling.
Proceedings of the Belief Functions: Theory and Applications, 2012

2011
Measuring Inconsistency in a Network Intrusion Detection Rule Set Based on Snort.
Int. J. Semantic Comput., 2011

Bimodal biometric verification based on face and lips.
Neurocomputing, 2011

Belief change with noisy sensing in the situation calculus.
Proceedings of the UAI 2011, 2011

Handling Sequential Observations in Intelligent Surveillance.
Proceedings of the Scalable Uncertainty Management - 5th International Conference, 2011

Measuring Inconsistency in Network Intrusion Rules.
Proceedings of the 2011 Database and Expert Systems Applications, 2011

Detecting anomalies in graphs with numeric labels.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Age classification using Radon transform and entropy based scaling SVM.
Proceedings of the British Machine Vision Conference, 2011

Improved Elastic Registration of Low-Contrast Fluorescent Microscopy Images Using the Behaviour of Local Similarity.
Proceedings of the British Machine Vision Conference, 2011

Regularized online Mixture of Gaussians for background subtraction.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

Multi-camera detection association for 3D localisation.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Event Modelling and Reasoning with Uncertain Information for Distributed Sensor Networks.
Proceedings of the Scalable Uncertainty Management - 4th International Conference, 2010

Human Localization in a Cluttered Space Using Multiple Cameras.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Intelligent Sensor Information System For Public Transport - To Safely Go...
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009
MAP-MRF Segmentation of Lung Tumours in PET/CT Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

GPU Implementation of MAP-MRF for Microscopy Imagery Segmentation.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Poisson Kalman Particle Filtering for Tracking Centrosomes in Low-Light 3-D Confocal Image Sequences.
Proceedings of the 13th International Machine Vision and Image Processing Conference, 2009

GPU Implementation of the Affine Transform for 3D Image Registration.
Proceedings of the 13th International Machine Vision and Image Processing Conference, 2009

Full body image feature representations for gender profiling.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Investigations into the Robustness of Audio-Visual Gender Classification to Background Noise and Illumination Effects.
Proceedings of the DICTA 2009, 2009

Robust Motion Detection via the Fuzzy Fusion of 6D Feature Space Decompositions.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

A Speech Based Approach to Surveillance Video Retrieval.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

Event Composition with Imperfect Information for Bus Surveillance.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
Automated MAP-MRF EM labelling for volume determination in PET.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Robust motion detection by fusion of 6D feature space decompositions.
Proceedings of the International Conference on Image Processing, 2008

2007
Automated Segmentation of Low-Light Level Imagery using Poisson MAP-MRF Labelling.
Proceedings of the British Machine Vision Conference 2007, 2007

2006
Discovering the Local Co-occurring Patterns in Visual Categorization.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

Independent Moving Object Detection Using a Colour Background Model.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006


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