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Publications

Recent Publications since 2019.

2022Towards automatic threat detection: A survey of advances of deep learning within X-ray security imagingS Akcay, T Breckon
Pattern Recognition 122, 108245
2022Crowd counting via segmentation guided attention networks and curriculum lossQ Wang, TP Breckon
IEEE Transactions on Intelligent Transportation Systems
2022Cross-domain structure preserving projection for heterogeneous domain adaptationQ Wang, TP Breckon
Pattern Recognition 123, 108362
2022Temporal and non-temporal contextual saliency analysis for generalized wide-area search within unmanned aerial vehicle (UAV) videoSGE Gökstorp, TP Breckon
The Visual Computer 38 (6), 2033-2040
2022Measuring hidden bias within face recognition via racial phenotypesS Yucer, F Tektas, N Al Moubayed, TP Breckon
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …
2022RangeUDF: Semantic Surface Reconstruction from 3D Point CloudsB Wang, Z Yu, B Yang, J Qin, T Breckon, L Shao, N Trigoni, A Markham
arXiv preprint arXiv:2204.09138
2022Does lossy image compression affect racial bias within face recognition?S Yucer, M Poyser, NA Moubayed, TP Breckon
arXiv preprint arXiv:2208.07613
2022Evaluating Gaussian Grasp Maps for Generative Grasping ModelsW Prew, T Breckon, M Bordewich, U Beierholm
2022 International Joint Conference on Neural Networks (IJCNN), 1-9
2022Multi-view Vision Transformers for Object DetectionBKS Isaac-Medina, CG Willcocks, TP Breckon
IEEE
2022On Depth Error from Spherical Camera Calibration within Omnidirectional Stereo VisionM Groom, TP Breckon
IEEE
2022Cross-Modal Image Synthesis Within Dual-Energy X-Ray Security ImageryBKS Isaac-Medina, N Bhowmik, CG Willcocks, TP Breckon
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …
2022Cross-modal Image Synthesis in Dual-Energy X-Ray Security ImageryBKS Isaac-Medina, N Bhowmik, CG Willcocks, TP Breckon
IEEE
2022Lost in Compression: the Impact of Lossy Image Compression on Variable Size Object Detection within Infrared ImageryN Bhowmik, JW Barker, YFA Gaus, TP Breckon
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …
2022The Influence of In‐Channel Obstacles on River SoundWA Osborne, RA Hodge, GD Love, P Hawkin, RE Hawkin
Water Resources Research 58 (4), e2021WR031567
2022Simulating Crowd Behaviour Combining Both Microscopic and Macroscopic RulesR Saeed, D Reforgiato Recupero, P Remagnino
Infirmation Sciences 583, 137-158
2022Modelling group dynamics for crowd simulationsRA Saeed, D Reforgiato Recupero, P Remagnino
Personal and Ubiquitous Computing
2022Image collection and annotation platforms to establish a multi‐source database of oral lesionsS Rajendran, JH Lim, K Yogalingam, TG Kallarakkal, RB Zain, …
Oral Diseases
2022Towards the computational assessment of the conservation status of a habitatXH Manh, D Gigante, C Angiolini, S Bagella, M Caccianiga, F Angelini, …
ACVR workshop at ECCV
2022Enhanced Single Shot Small Object Detector for Aerial Imagery Using Super-Resolution, Feature Fusion and DeconvolutionM Maktab Dar Oghaz, M Razaak, P Remagnino
Sensors 22 (12), 4339
2022Big data for human security: The case of COVID-19P Cárdenas, I Ivrissimtzis, B Obara, I Kureshi, G Theodoropoulos
Journal of Computational Science 60, 101574
2022Early fault diagnostic system for rolling bearing faults in wind turbinesL Xu, Q Wang, I Ivrissimtzis, S Li
Journal of Nondestructive Evaluation, Diagnostics and Prognostics of …
2022Synthetic data generation for watermark extraction from 3D printed objectsX Zhang, N Jia, I Ivrissimtzis
2022 the 5th International Conference on Image and Graphics Processing …
2022Big data for human security: the case of COVID-19G Theodoropoulos, P Cardenas-Canto, B Obara, I Ivrissimtzis, I Kureshi
Journal of Computational Science
2022Distillation of Human-Object Interaction Contexts for Action RecognitionM Almushyti, FW Li
Computer Animation & Virtual Worlds
2022Geometric Features Informed Multi-person Human-object Interaction Recognition in VideosT Qiao, Q Men, FWB Li, Y Kubotani, S Morishima, HPH Shum
arXiv preprint arXiv:2207.09425
2022Aesthetic Enhancement via Color Area and Location AwarenessB Yang, Q Wang, FWB Li, X Liang, T Wei, C Zhu
The Eurographics Association
2022A Pose-based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in InfantsKD McCay, P Hu, HPH Shum, WL Woo, C Marcroft, ND Embleton, …
IEEE Transactions on Neural Systems and Rehabilitation Engineering
2022360 Depth Estimation in the Wild-The Depth360 Dataset and the SegFuse NetworkQ Feng, HPH Shum, S Morishima
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User …
2022UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-Identification in Video ImageryD Organisciak, M Poyser, A Alsehaim, S Hu, BKS Isaac-Medina, …
Proceedings of the 2022 International Conference on Computer Vision Theory …
2022GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human InteractionQ Men, HPH Shum, ESL Ho, H Leung
Computers and Graphics
2022A Skeleton-aware Graph Convolutional Network for Human-Object Interaction DetectionM Zhu, ESL Ho, HPH Shum
Proceedings of the 2022 IEEE International Conference on Systems, Man, and …
2022Pose-based Tremor Classification for Parkinson’s Disease Diagnosis from VideoH Zhang, ESL Ho, X Zhang, HPH Shum
Proceedings of the 2022 International Conference on Medical Image Computing …
2022Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional NetworksH Zhang, HPH Shum, ESL Ho
Proceedings of the 2022 Annual International Conference of the IEEE …
2022CP-AGCN: Pytorch-based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral PalsyH Zhang, ESL Ho, HPH Shum
Software Impacts, 100419
2022A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders PredictionM Zhu, Q Men, ESL Ho, H Leung, HPH Shum
Journal of Medical Systems
2022A Feasibility Study on Image Inpainting for Non-cleft Lip Generation from Patients with Cleft LipS Chen, A Atapour-Abarghouei, J Kerby, ESL Ho, DCG Sainsbury, …
Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and …
2022Formation Control for UAVs Using a Flux Guided ApproachJ Hartley, HPH Shum, ESL Ho, H Wang, S Ramamoorthy
Expert Systems with Applications
2022Denoising Diffusion Probabilistic Models for Styled Walking SynthesisEJC Findlay, H Zhang, Z Chang, HPH Shum
Proceedings of the 2022 International Conference on Motion, Interaction and …
2022Towards Graph Representation Learning Based Surgical Workflow AnticipationX Zhang, NA Moubayed, HPH Shum
Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and …
2022Geometric Features Informed Multi-person Human-object Interaction Recognition in VideosT Qiao, Q Men, FWB Li, Y Kubotani, S Morishima, HPH Shum
Proceedings of the 2022 European Conference on Computer Vision
2022Interaction-aware Decision-making for Automated Vehicles using Social Value OrientationL Crosato, HPH Shum, ESL Ho, C Wei
IEEE Transactions on Intelligent Vehicles
2022Multiclass-SGCN: Sparse Graph-based Trajectory Prediction with Agent Class EmbeddingR Li, S Katsigiannis, HPH Shum
Proceedings of the 2022 IEEE International Conference on Image Processing
2022RobIn: A Robust Interpretable Deep Network for Schizophrenia DiagnosisD Organisciak, HPH Shum, E Nwoye, WL Woo
Expert Systems with Applications
2022MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-rayA Corona-Figueroa, J Frawley, S Bond-Taylor, S Bethapudi, HPH Shum, …
Proceedings of the 2022 Annual International Conference of the IEEE …
2022Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion ClassificationPJ Bevan, A Atapour-Abarghouei
arXiv preprint arXiv:2202.02832
2022A Feasibility Study on Image Inpainting for Non-cleft Lip Generation from Patients with Cleft LipS Chen, A Atapour-Abarghouei, J Kerby, ESL Ho, DCG Sainsbury, …
arXiv preprint arXiv:2208.01149
2022Long-term Reproducibility for Neural Architecture SearchD Towers, M Forshaw, AS McGough, A Atapour-Abarghouei
arXiv preprint arXiv:2207.04821
2022Measuring hidden bias within face recognition via racial phenotypesS Yucer, F Tektas, N Al Moubayed, TP Breckon
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …
2022Towards Intelligently Designed Evolvable ProcessorsBAH Jones, JLP Chouard, BCC Branco, EGB Vissol-Gaudin, C Pearson, …
Evolutionary Computation, 1-23
2022Enhanced methods for Evolution in-Materio ProcessorsBAH Jones, N Al Moubayed, DA Zeze, C Groves
2021 International Conference on Rebooting Computing (ICRC), 109-118
2022Agree to disagree: When deep learning models with identical architectures produce distinct explanationsM Watson, BAS Hasan, N Al Moubayed
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …
2022Does lossy image compression affect racial bias within face recognition?S Yucer, M Poyser, NA Moubayed, TP Breckon
arXiv preprint arXiv:2208.07613
2022Towards Graph Representation Learning Based Surgical Workflow AnticipationX Zhang, NA Moubayed, HPH Shum
arXiv preprint arXiv:2208.03824
2022A deep learning approach to fight illicit trafficking of antiquities using artefact instance classificationT Winterbottom, A Leone, N Al Moubayed
Scientific reports 12 (1), 1-12
2022Contrastive Learning with Heterogeneous Graph Attention Networks on Short Text ClassificationZ Sun, A Harit, AI Cristea, J Yu, L Shi, N Al Moubayed
2022 International Joint Conference on Neural Networks (IJCNN), 1-6
2022Efficient Uncertainty Quantification for Multilabel Text ClassificationJ Yu, AI Cristea, A Harit, Z Sun, OT Aduragba, L Shi, N Al Moubayed
2022 International Joint Conference on Neural Networks (IJCNN), 1-8
2022INTERACTION: A Generative XAI Framework for Natural Language Inference ExplanationsJ Yu, AI Cristea, A Harit, Z Sun, OT Aduragba, L Shi, N Al Moubayed
2022 International Joint Conference on Neural Networks (IJCNN), 1-8
2022Bilinear pooling in video-QA: empirical challenges and motivational drift from neurological parallelsT Winterbottom, S Xiao, A McLean, N Al Moubayed
PeerJ Computer Science 8, e974
2022Generating Textual Explanations for Machine Learning Models Performance: A Table-to-Text TaskI Ampomah, J Burton, A Enshaei, N Al Moubayed
Proceedings of the Thirteenth Language Resources and Evaluation Conference …
2022Artefact Classification: A Deep Learning Approach to Fight Illicit Trafficking of AntiquitiesT Winterbottom, A Leone, N Al Moubayed
2022ALADDIn: Autoencoder-LSTM-Based Anomaly Detector of Deformation in InSARA Shakeel, RJ Walters, SK Ebmeier, N Al Moubayed
IEEE Transactions on Geoscience and Remote Sensing 60, 1-12
2022MuLD: The Multitask Long Document BenchmarkGT Hudson, NA Moubayed
arXiv preprint arXiv:2202.07362
2022In-Materio Extreme Learning MachinesB Jones, N Al Moubayed, DA Zeze, C Groves
International Conference on Parallel Problem Solving from Nature, 505-519
2022Artefact Classification: A Deep Learning Approach to Fight Against Illicit TraffickingT Winterbottom, A Leone, N Al Moubayed
Scientific Reports
2022Using Orientation to Distinguish Overlapping ChromosomesD Kluvanec, TB Phillips, KJW McCaffrey, N Al Moubayed
International Conference on Artificial Neural Networks, 391-403
2022The Statistics of Eye Movements and Binocular Disparities during VR Gaming: Implications for Headset DesignAM Aizenman, GA Koulieris, A Gibaldi, V Sehgal, DM Levi, MS Banks
ACM Transactions on Graphics (TOG) (to be presented at SIGGRAPH 2023)
2022RHapTor: Rendering Haptic Torques for Virtual RealityK Roice, GA Koulieris
ACM SIGGRAPH 2022 Posters, 1-2
2022Short-term effects of caffeine intake on binocular accommodative facility: a quantitative and qualitative analysisB Redondo, J Vera, GA Koulieris, R Molina-Romero, R Jiménez
Clinical and Experimental Optometry 105 (5), 534-538
2022Effect of wearing different types of face masks during dynamic and isometric resistance training on intraocular pressureJ Vera, B Redondo, GA Koulieris, R Jiménez, A García-Ramos
Clinical and Experimental Optometry, 1-6
2022Examining the Validity of a New Method for the Objective Assessment of Binocular Accommodative Facility (2Q-AF Test): A Comparison with±2.00 DS Lens FlippersJ Vera, B Redondo, GA Koulieris, R Molina, R Jiménez
Current Eye Research 47 (1), 62-68
2022Fault-tolerant cooperative navigation of networked UAV swarms for forest fire monitoringJ Hu, H Niu, J Carrasco, B Lennox, F Arvin
Aerospace Science and Technology 123, 107494
2022Robust formation control for networked robotic systems using Negative Imaginary dynamicsJ Hu, B Lennox, F Arvin
Automatica 140, 110235
2022Bio-Inspired Collision Avoidance in Swarm Systems via Deep Reinforcement LearningS Na, H Niu, B Lennox, F Arvin
IEEE Transactions on Vehicular Technology 71 (3), 2511-2526
2022Towards fast fiducial marker with full 6 DOF pose estimationJ Ulrich, A Alsayed, F Arvin, T Krajník
Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 723-730
2022Robotic Replicants for Improving Queen Bee Health and Persistence of the Honey Bee ColonyH ALEMDAR, OC Arslan, F Arvin, G Broughton, D Dvoracek, B Erdem, …
2022Toward a Myriad Robot Swarm AggregationZ Kiszli, S Na, F Arvin
2022 7th International Conference on Control and Robotics Engineering (ICCRE …
2022Federated Reinforcement Learning for Collective Navigation of Robotic SwarmsS Na, T Krajník, B Lennox, F Arvin
arXiv preprint arXiv:2202.01141
2022Exploration of Underwater Storage Facilities with Swarm of Micro-surface RobotsY He, B Lennox, F Arvin
Annual Conference Towards Autonomous Robotic Systems, 92-104
2022Distributed Motion Planning for Safe Autonomous Vehicle Overtaking via Artificial Potential FieldS Xie, J Hu, P Bhowmick, Z Ding, F Arvin
IEEE Transactions on Intelligent Transportation Systems
2022Autonomous Aerial Mapping Using a Swarm of Unmanned Aerial VehiclesA Alsayed, MR Nabawy, F Arvin
AIAA AVIATION 2022 Forum, 4062
2022A Minimally Invasive Approach towards “Ecosystem Hacking” with HoneybeesM Stefanec, DN Hofstadler, T Krajnik, AE Turgut, H Alemdar, B Lennox, …
Frontiers in Robotics and AI
2022Real-Time Scan Matching for Indoor Mapping with a DroneA Alsayed, MR Nabawy, A Yunusa-Kaltungo, MK Quinn, F Arvin
AIAA SCITECH 2022 Forum, 0268
2022Action Quality Assessment with Temporal Parsing TransformerY Bai, D Zhou, S Zhang, J Wang, E Ding, Y Guan, Y Long, J Wang
arXiv preprint arXiv:2207.09270
2022EfficientTDNN: Efficient architecture search for speaker recognitionR Wang, Z Wei, H Duan, S Ji, Y Long, Z Hong
IEEE/ACM Transactions on Audio, Speech, and Language Processing 30, 2267-2279
2022Visual-Semantic Aligned Bidirectional Network for Zero-Shot LearningR Gao, X Hou, J Qin, Y Shen, Y Long, L Liu, Z Zhang, L Shao
IEEE Transactions on Multimedia
2022Absolute Zero-Shot LearningR Gao, F Wan, D Organisciak, J Pu, J Wang, H Duan, P Zhang, X Hou, …
arXiv preprint arXiv:2202.11319
2022Wrap reduction algorithm for fringe projection profilometryM Arevalillo-Herráez, J Segura-García, P Arnau-González, S Katsigiannis
Optics and Lasers in Engineering 158, 107185
2022IEViT: An Enhanced Vision Transformer Architecture for Chest X-ray Image ClassificationGI Okolo, S Katsigiannis, N Ramzan
Computer Methods and Programs in Biomedicine, 107141
2022Multiclass-SGCN: Sparse Graph-based Trajectory Prediction with Agent Class EmbeddingR Li, S Katsigiannis, HPH Shum
arXiv preprint arXiv:2206.15275
2022A comparative study of common steps in video-based remote heart rate detection methodsL Malasinghe, S Katsigiannis, K Dahal, N Ramzan
Expert Systems with Applications 207, 117867
2022On the benefits of using Hidden Markov Models to predict emotionsY Wu, M Arevalillo-Herráez, S Katsigiannis, N Ramzan
30th ACM Conference on User Modeling, Adaptation and Personalization (UMAP)
2021Unit-ddpm: Unpaired image translation with denoising diffusion probabilistic modelsH Sasaki, CG Willcocks, TP Breckon
arXiv preprint arXiv:2104.05358
2021Unmanned aerial vehicle visual detection and tracking using deep neural networks: A performance benchmarkBKS Isaac-Medina, M Poyser, D Organisciak, CG Willcocks, TP Breckon, …
Proceedings of the IEEE/CVF International Conference on Computer Vision …
2021On the impact of lossy image and video compression on the performance of deep convolutional neural network architecturesM Poyser, A Atapour-Abarghouei, TP Breckon
2020 25th International Conference on Pattern Recognition (ICPR), 2830-2837
2021Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized CodesS Bond-Taylor, P Hessey, H Sasaki, TP Breckon, CG Willcocks
arXiv preprint arXiv:2111.12701
2021Multi-view object detection using epipolar constraints within cluttered x-ray security imageryBKS Isaac-Medina, CG Willcocks, TP Breckon
2020 25th International Conference on Pattern Recognition (ICPR), 9889-9896
2021Not 3d re-id: Simple single stream 2d convolution for robust video re-identificationTP Breckon, A Alsehaim
2020 25th International Conference on Pattern Recognition (ICPR), 5190-5197
2021Contraband materials detection within volumetric 3D computed tomography baggage security screening imageryQ Wang, TP Breckon
2021 20th IEEE International Conference on Machine Learning and Applications …
2021DurLAR: A High-Fidelity 128-Channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-Modal Autonomous Driving ApplicationsL Li, KN Ismail, HPH Shum, TP Breckon
2021 International Conference on 3D Vision (3DV), 1227-1237
2021On the impact of using X-ray energy response imagery for object detection via Convolutional Neural NetworksN Bhowmik, YFA Gaus, TP Breckon
2021 IEEE International Conference on Image Processing (ICIP), 1224-1228
2021Progressively Select and Reject Pseudo-labelled Samples for Open-Set Domain AdaptationQ Wang, F Meng, TP Breckon
arXiv preprint arXiv:2110.12635
2021Source class selection with label propagation for partial domain adaptationQ Wang, TP Breckon
2021 IEEE International Conference on Image Processing (ICIP), 769-773
2021On the Evaluation of Semi-Supervised 2D Segmentation for Volumetric 3D Computed Tomography Baggage Security ScreeningQ Wang, TP Breckon
2021 International Joint Conference on Neural Networks (IJCNN), 1-8
2021Uav-reid: A benchmark on unmanned aerial vehicle re-identification in video imageryD Organisciak, M Poyser, A Alsehaim, S Hu, BKS Isaac-Medina, …
DU
2021Operationalizing convolutional neural network architectures for prohibited object detection in x-ray imageryTW Webb, N Bhowmik, YFA Gaus, TP Breckon
2021 20th IEEE International Conference on Machine Learning and Applications …
2021Semi-Supervised Surface Anomaly Detection of Composite Wind Turbine Blades From Drone ImageryJ Barker, N Bhowmik, T Breckon
arXiv preprint arXiv:2112.00556
2021Panda: Perceptually aware neural detection of anomaliesJW Barker, TP Breckon
2021 International Joint Conference on Neural Networks (IJCNN), 1-8
2021Autoencoders Without Reconstruction for Textural Anomaly DetectionPA Adey, S Akçay, MJR Bordewich, TP Breckon
2021 International Joint Conference on Neural Networks (IJCNN), 1-8
2021Improving Robotic Grasping on Monocular Images Via Multi-Task Learning and Positional LossW Prew, T Breckon, M Bordewich, U Beierholm
2020 25th International Conference on Pattern Recognition (ICPR), 9843-9850
2021Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain ImageryH Sasaki, CG Willcocks, TP Breckon
2020 25th International Conference on Pattern Recognition (ICPR), 5083-5090
2021Continuous Multi-modal Emotion Prediction in Video based on Recurrent Neural Network Variants with AttentionJ Raju, YFA Gaus, TP Breckon
2021 20th IEEE International Conference on Machine Learning and Applications …
2021Multi-Modal Learning for Real-Time Automotive Semantic Foggy Scene Understanding via Domain AdaptationN Alshammari, S Akcay, TP Breckon
2021 IEEE Intelligent Vehicles Symposium (IV), 1428-1435
2021UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identificationD Organisciak, BKS Isaac-Medina, M Poyser, S Hu, TP Breckon, …
arXiv preprint arXiv:2104.06219
2021Re-ID-AR: Improved Person Re-identification in Video via Joint Weakly Supervised Action RecognitionA Alsehaim, TP Breckon
BMVA
2021Babbling brook to thunderous torrent: Using sound to monitor river stageWA Osborne, RA Hodge, GD Love, P Hawkin, RE Hawkin
Earth Surface Processes and Landforms 46 (13), 2656-2670
2021White Water, Not Only for Kayaking In: How Boulders Influence its Creation and How it Can Be Utilised.W Osborne, R Hodge, G Love, P Hawkin, R Hawkin
AGU Fall Meeting Abstracts 2021, EP33A-07
2021When Life Gives You Lemons, Make a Pi: DIY Your Own Raspberry Pi Monitor to Listen to Rivers.WA Osborne, R Hodge, G Love
AGU Fall Meeting Abstracts 2021, H45T-1438
2021Innovative method for gathering river stage data using only the sound of the waterWA Osborne, R Hodge, G Love, P Hawkin, R Hawkin
EGU General Assembly Conference Abstracts, EGU21-136
2021Simulating People DynamicsR Saeed, D Reforgiato, P Remagnino
Intelligent Environments, to appear
2021Action recognition on continuous videoYL Chang, CS Chan, P Remagnino
Neural Computing and Applications 33, 1233–1243
2021The Boundary Node Method for Multi-Robot Multi-Goal Path Planning ProblemsRA Saeed, D Reforgiato Recupero, P Remagnino
Expert Systems
2021D’OraCa: deep learning-based classification of oral lesions with mouth landmark guidance for early detection of oral cancerJH Lim, CS Tan, CS Chan, RA Welikala, P Remagnino, S Rajendran, …
Annual Conference on Medical Image Understanding and Analysis, 408-422
2021The establishment of a multi-source dataset of images on common oral lesionsS Rajendran, JH Lim, K Yogalingam, TG Kallarakkal, RB Zain, …
2021Clinically Guided Trainable Soft Attention for Early Detection of Oral CancerRA Welikala, P Remagnino, et al.
International Conference on Computer Analysis of Images and Patterns, to appear
2021Big Data for National Security in the Era of COVID-19P Cárdenas, B Obara, I Ivrissimtzis, I Kureshi, G Theodoropoulos
International Conference on Computational Science, 68-82
2021Training dataset construction for anomaly detection in face anti-spoofingL Abduh, I Ivrissimtzis
2021Imperceptibility thresholds in quantised 3d triangle meshesA Almutairi, I Ivrissimtzis, T Saarela
2021 The 4th International Conference on Image and Graphics Processing, 131-136
2021Quality perception and discrimination thresholds in quantised triangle meshesA Almutairi, T Saarela, I Ivrissimtzis
Sixth International Workshop on Pattern Recognition 11913, 41-51
2021Facial reshaping operator for controllable face beautificationS Hu, HPH Shum, X Liang, FWB Li, N Aslam
Expert Systems with Applications 167, 114067
2021Stable hand pose estimation under tremor via graph neural networkZ Leng, J Chen, HPH Shum, FWB Li, X Liang
2021 IEEE Virtual Reality and 3D User Interfaces (VR), 226-234
2021STGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion DenoisingK Zhou, Z Cheng, HPH Shum, FWB Li, X Liang
2021 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 41-49
2021Advances in Visual Computing: 16th International Symposium, ISVC 2021, Virtual Event, October 4-6, 2021, Proceedings, Part IG Bebis, V Athitsos, T Yan, M Lau, F Li, C Shi, X Yuan, C Mousas, …
Springer International Publishing
2021Spatio-temporal Manifold Learning for Human Motions via Long-horizon ModelingH Wang, ESL Ho, HPH Shum, Z Zhu
IEEE Transactions on Visualization and Computer Graphics
2021Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance BenchmarkBKS Isaac-Medina, M Poyser, D Organisciak, CG Willcocks, TP Breckon, …
Proceedings of the 2021 International Conference on Computer Vision Workshop …
2021LMZMPM: Local Modified Zernike Moment Per-unit Mass for Robust Human Face RecognitionA Kar, S Pramanik, A Chakraborty, D Bhattacharjee, ESL Ho, HPH Shum
IEEE Transactions on Information Forensics and Security
2021A Quadruple Diffusion Convolutional Recurrent Network for Human Motion PredictionQ Men, ESL Ho, HPH Shum, H Leung
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
2021Interpreting Deep Learning based Cerebral Palsy Prediction with Channel AttentionM Zhu, Q Men, ESL Ho, H Leung, HPH Shum
Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and …
20213D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy LearningN Nozawa, HPH Shum, Q Feng, ESL Ho, S Morishima
The Visual Computer
2021Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph Convolutional Network for Multi-class Trajectory PredictionBA Rainbow, Q Men, HPH Shum
Proceedings of the 2021 IEEE International Conference on Systems, Man, and …
2021Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature SelectionA Bera, D Bhattacharjee, HPH Shum
Expert Systems with Applications, 114583
2021Human-centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVOL Crosato, C Wei, ESL Ho, HPH Shum
Proceedings of the IEEE International Conference on Human-Machine Systems …
2021DurLAR: A High-Fidelity 128-Channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-Modal Autonomous Driving ApplicationsL Li, KN Ismail, HPH Shum, TP Breckon
Proceedings of the 2021 International Conference on 3D Vision (3DV)
2021Spoofing Detection on Hand Images Using Quality AssessmentA Bera, R Dey, D Bhattacharjee, M Nasipuri, HPH Shum
Multimedia Tools and Applications
2021Stable Hand Pose Estimation under Tremor via Graph Neural NetworkZ Leng, J Chen, HPH Shum, F Li, X Liang
Proceedings of the 2021 IEEE Conference on Virtual Reality and 3D User …
2021Facial Reshaping Operator for Controllable Face BeautificationS Hu, HPH Shum, X Liang, FWB Li, N Aslam
Expert Systems with Applications, 114067
2021PyTorch-based Implementation of Label-aware Graph Representation for Multi-class Trajectory PredictionQ Men, HPH Shum
Software Impacts
2021STGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion DenoisingK Zhou, Z Cheng, HPH Shum, FWB Li, X Liang
Proceedings of the 2021 IEEE International Symposium on Mixed and Augmented …
2021Bi-projection-based Foreground-aware Omnidirectional Depth PredictionQ Feng, HPH Shum, S Morishima
Proceedings of the 2021 Visual Computing (VC)
2021On the Impact of Lossy Image and Video Compression on the Performance of Deep Convolutional Neural Network ArchitecturesM Poyser, A Atapour-Abarghouei, TP Breckon
2020 25th International Conference on Pattern Recognition (ICPR), 2830-2837
2021Transforming Fake News: Robust Generalisable News Classification Using TransformersC Blackledge, A Atapour-Abarghouei
2021 IEEE International Conference on Big Data (Big Data), 3960-3968
2021Identification of Driver Phone Usage Violations via State-of-the-Art Object Detection with TrackingS Carrell, A Atapour-Abarghouei
2021 IEEE International Conference on Big Data (Big Data), 1236-1241
2021Rank over class: The untapped potential of ranking in natural language processingA Atapour-Abarghouei, S Bonner, AS McGough
2021 IEEE International Conference on Big Data (Big Data), 3950-3959
2021Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma ClassificationP Bevan, A Atapour-Abarghouei
arXiv preprint arXiv:2109.09818
2021“Just Drive”: Colour Bias Mitigation for Semantic Segmentation in the Context of Urban DrivingJ Stelling, A Atapour-Abarghouei
arXiv preprint arXiv:2112.01121
2021Curvature-based feature selection with application in classifying electronic health recordsZ Zuo, J Li, H Xu, N Al Moubayed
Technological Forecasting and Social Change 173, 121127
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AGU Fall Meeting Abstracts 2021, IN25A-0447
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ALIFE 2021: The 2021 Conference on Artificial Life
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2021 7th International Conference on Automation, Robotics and Applications …
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2021 Annual Conference Towards Autonomous Robotic Systems
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TAROS
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2021On the Use of Deep Learning for Imaging-Based COVID-19 Detection Using Chest X-raysGI Okolo, S Katsigiannis, T Althobaiti, N Ramzan
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2021 IEEE EMBS International Conference on Biomedical and Health Informatics …
2020Unsupervised domain adaptation via structured prediction based selective pseudo-labelingQ Wang, T Breckon
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2020Data augmentation with norm-vae for unsupervised domain adaptationQ Wang, F Meng, TP Breckon
arXiv preprint arXiv:2012.00848
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2020 19th IEEE International Conference on Machine Learning and Applications …
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2020 International Joint Conference on Neural Networks (IJCNN), 1-8
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2020 19th IEEE International Conference on Machine Learning and Applications …
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2020Session VII. Adaptive Optics and microscopy.-Adaptive Optics for Biological Light Microscopy at DurhamCD Saunter, C Bourgenot, JM Girkin, GD Love
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IEEE Access
2020A Boundary Node Method for path planning of mobile robotsRA Saeed, DR Recupero, P Remagnino
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2020Improving Dataset Volumes and Model Accuracy with Semi-Supervised Iterative Self-LearningR Dupre, J Fajtl, V Argyriou, P Remagnino
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International Conference on Acoustics, Speech, and Signal Processing
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IEEE/IET International Symposium on Communication Systems, Networks and …
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arXiv preprint arXiv:2006.08819
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arXiv preprint arXiv:2006.10626
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Neurocomputing 400, 11-23
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2020 IEEE International Conference on Image Processing (ICIP), 186-190
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Artificial intelligence Review
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IEEE Access
2020Interaction-based Human Activity ComparisonY Shen, L Yang, ESL Ho, HPH Shum
IEEE Transactions on Visualization and Computer Graphics
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IEEE Access 8, 115673-115684
2020Editorial: Special Issue on Machine Vision with Deep LearningL Shao, HPH Shum, T Hospedales
International Journal of Computer Vision, 1-2
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Proceedings of the 2020 International Conference on Pattern Recognition (ICPR)
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Neurocomputing
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IEEE Access
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Proceedings of the 2020 International Conference on Pattern Recognition (ICPR)
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IEEE Transactions on Multimedia
2020Multi-task Deep Learning with Optical Flow Features for Self-driving CarsY Hu, HPH Shum, ESL Ho
IET Intelligent Transport Systems.
2020Cumuliform Cloud Formation Control using Parameter-predicting Convolutional Neural NetworkZ Zhang, Y Ma, Y Li, FWB Li, HPH Shum, B Yang, J Guo, X Liang
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Computers & Graphics
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2020 IEEE International Conference on Big Data (Big Data), 3867-3876
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2020 IEEE International Conference on Big Data (Big Data), 2725-2734
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British Machine Vision Conference
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International Conference on Artificial Neural Networks, 633-646
2020Trying bilinear pooling in Video-QAT Winterbottom, S Xiao, A McLean, NA Moubayed
arXiv preprint arXiv:2012.10285
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2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and …
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The Eurographics Association
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IEEE Transactions on Vehicular Technology
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IEEE Robotics and Automation Letters 5 (2), 977-984
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IEEE Transactions on Cognitive and Developmental Systems
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International Conference on Collaborative Computing: Networking …
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International Conference on Collaborative Computing: Networking …
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International Conference on Collaborative Computing: Networking …
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IEEE UK-Ireland Robotics and Automation Society Conference
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IEEE Transactions on Image Processing 29, 5817-5831
2020Pseudo distribution on unseen classes for generalized zero shot learningH Zhang, J Liu, Y Yao, Y Long
Pattern Recognition Letters 135, 451-458
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IET Image Processing 14 (4), 757-765
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Sensors 20 (13), 3777
2020Defining gaze tracking metrics by observing a growing divide between 2D and 3D trackingWA Blakey, S Katsigiannis, N Hajimirza, N Ramzan
IS&T Electronic Imaging 2020, Human Vision and Electronic Imaging
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Engineering and Technology for Healthcare, 117-128
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AI for Emerging Verticals: Human-Robot Computing, Sensing and Networking
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AI for Emerging Verticals: Human-Robot Computing, Sensing and Networking
2020A machine learning driven solution to the problem of perceptual video quality metricsS Katsigiannis, H Rabah, N Ramzan
AI for Emerging Verticals: Human-Robot Computing, Sensing and Networking
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2019 International Joint Conference on Neural Networks (IJCNN), 1-8
2019Style augmentation: data augmentation via style randomization.PTG Jackson, AA Abarghouei, S Bonner, TP Breckon, B Obara
CVPR workshops 6, 10-11
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2019 International Joint Conference on Neural Networks (IJCNN), 1-8
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2019 International Joint Conference on Neural Networks (IJCNN), 1-8
2019On the relative contribution of deep convolutional neural networks for SSVEP-based bio-signal decoding in BCI speller applicationsJJ Podmore, TP Breckon, NKN Aznan, JD Connolly
IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (4 …
2019Evaluating the transferability and adversarial discrimination of convolutional neural networks for threat object detection and classification within x-ray security imageryYFA Gaus, N Bhowmik, S Akcay, T Breckon
2019 18th IEEE International Conference On Machine Learning And Applications …
2019Evaluation of a dual convolutional neural network architecture for object-wise anomaly detection in cluttered X-ray security imageryYFA Gaus, N Bhowmik, S Akçay, PM Guillén-Garcia, JW Barker, …
2019 international joint conference on neural networks (IJCNN), 1-8
2019Veritatem dies aperit-temporally consistent depth prediction enabled by a multi-task geometric and semantic scene understanding approachA Atapour-Abarghouei, TP Breckon
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IEEE Transactions on Image Processing 28 (9), 4444-4459
2019Online deep reinforcement learning for autonomous UAV navigation and exploration of outdoor environmentsBG Maciel-Pearson, L Marchegiani, S Akcay, A Atapour-Abarghouei, …
arXiv preprint arXiv:1912.05684
2019Multi-task regression-based learning for autonomous unmanned aerial vehicle flight control within unstructured outdoor environmentsBG Maciel-Pearson, S Akçay, A Atapour-Abarghouei, C Holder, …
IEEE Robotics and Automation Letters 4 (4), 4116-4123
2019The good, the bad and the ugly: Evaluating convolutional neural networks for prohibited item detection using real and synthetically composited X-ray imageryN Bhowmik, Q Wang, YFA Gaus, M Szarek, TP Breckon
arXiv preprint arXiv:1909.11508
2019A baseline for multi-label image classification using an ensemble of deep convolutional neural networksQ Wang, N Jia, TP Breckon
2019 IEEE International Conference on Image Processing (ICIP), 644-648
2019Generative adversarial framework for depth filling via wasserstein metric, cosine transform and domain transferA Atapour-Abarghouei, S Akcay, GP de La Garanderie, TP Breckon
Pattern Recognition 91, 232-244
2019Using variable natural environment brain-computer interface stimuli for real-time humanoid robot navigationNKN Aznan, JD Connolly, N Al Moubayed, TP Breckon
2019 International Conference on Robotics and Automation (ICRA), 4889-4895
2019On the impact of object and sub-component level segmentation strategies for supervised anomaly detection within x-ray security imageryN Bhowmik, YFA Gaus, S Akçay, JW Barker, TP Breckon
2019 18th IEEE International Conference On Machine Learning And Applications …
2019Experimental exploration of compact convolutional neural network architectures for non-temporal real-time fire detectionGS CA, N Bhowmik, TP Breckon
2019 18th IEEE International Conference On Machine Learning And Applications …
2019Monocular segment-wise depth: Monocular depth estimation based on a semantic segmentation priorA Atapour-Abarghouei, TP Breckon
2019 IEEE International Conference on Image Processing (ICIP), 4295-4299
2019To complete or to estimate, that is the question: A multi-task approach to depth completion and monocular depth estimationA Atapour-Abarghouei, TP Breckon
2019 International Conference on 3D Vision (3DV), 183-193
2019On the use of deep learning for the detection of firearms in x-ray baggage security imageryYFA Gaus, N Bhowmik, TP Breckon
2019 IEEE International Symposium on Technologies for Homeland Security (HST …
2019Segmentation guided attention network for crowd counting via curriculum learningQ Wang, TP Breckon
arXiv preprint arXiv:1911.07990 17
2019On the relevance of denoising and artefact reduction in 3d segmentation and classification within complex computed tomography imageryA Mouton, TP Breckon
Journal of X-ray science and technology 27 (1), 51-72
2019Using deep neural networks to address the evolving challenges of concealed threat detection within complex electronic itemsN Bhowmik, YFA Gaus, TP Breckon
2019 IEEE International Symposium on Technologies for Homeland Security (HST …
2019Multi-task learning for automotive foggy scene understanding via domain adaptation to an illumination-invariant representationN Alshammari, S Akçay, TP Breckon
arXiv preprint arXiv:1909.07697
2019A ranking based attention approach for visual trackingS Peng, S Kamata, TP Breckon
2019 IEEE International Conference on Image Processing (ICIP), 3073-3077
2019Learning to Drive: End-to-End Off-Road Path PredictionCJ Holder, TP Breckon
IEEE Intelligent Transportation Systems Magazine 13 (2), 217-221
2019Generalised classification of hyperspatial resolution airborne imagery of fluvial scenes with deep convolutional neural networks.P Carbonneau, T Breckon, J Dietrich, S Dugdale, M Fonstad, H Miyamoto, …
Geophysical Research Abstracts 21
2019On the Use of Neural Text Generation for the Task of Optical Character RecognitionM Mohammadi, S Jaf, AS McGough, TP Breckon, P Matthews, …
2019 IEEE/ACS 16th International Conference on Computer Systems and …
2019Dealing with missing depth: recent advances in depth image completion and estimationA Atapour-Abarghouei, TP Breckon
RGB-D Image analysis and processing, 15-50
2019Region Based Anomaly Detection With Real-Time Training and AnalysisP Adey, O Hamilton, M Bordewich, T Breckon
2019 18th IEEE International Conference On Machine Learning And Applications …
2019On the Performance of Extended Real-time Object Detection and Attribute Estimation Within Urban Scene UnderstandingK Ismail, T Breckon
2019 18th IEEE International Conference On Machine Learning And Applications …
2019Region based anomaly detection with real-time training and evaluation.P Adey, M Bordewich, TP Breckon, OK Hamilton
IEEE
2019Experimental Exploration of Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire DetectionA Ganesh Samarth C, N Bhowmik, TP Breckon
arXiv e-prints, arXiv: 1911.09010
2019DeGraF-Flow: Extending DeGraF Features for accurate and efficient sparse-to-dense optical flow estimationF Stephenson, TP Breckon, I Katramados
2019 IEEE International Conference on Image Processing (ICIP), 1277-1281
2019A Comparison of Wet-Based and Dry-Based EEG Capabilities in detecting P300 waveforms for Brain-Computer Interface ApplicationsA Cacace, TP Breckon, JD Connolly
2019Veritatem Dies Aperit-Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach.AA Abarghouei, TP Breckon
CVPR
2019Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP ClassificationN Khadijah Nik Aznan, A Atapour-Abarghouei, S Bonner, J Connolly, …
arXiv e-prints, arXiv: 1901.07429
2019Pseudo light-field display apparatusMS Banks, SA Cholewiak, P Srinivasan, YR Ng, GD Love, G Drettakis, …
US Patent App. 16/179,356
2019An integrated precision farming application based on 5G, UAV and deep learning technologiesM Razaak, H Kerdegari, E Davies, R Abozariba, M Broadbent, K Mason, …
International Conference on Computer Analysis of Images and Patterns, 109-119
2019Automatic Recognition of Physical Exercises performed by stroke survivors to improve remote rehabilitationS Schez-Sobrino, DN Monekosso, P Remagnino, D Vallejo, C González
International Conference on Multimedia Analysis and Pattern Recognition, to …
2019Scene and Environment Monitoring Using Aerial Imagery and Deep LearningMM Oghaz, M Razaak, H Kerdegari, V Argyriou, P Remagnino
International Workshop on IoT Applications and Industry 4.0, to appear
2019Learning how to analyse crowd behaviour using synthetic dataAR Khadka, V Oghaz, M.M., Argyriou, P Remagnino
Int. Conf. Computer Animation and Social Agents, to appear
2019Smart IoT cameras for crowd analysis based on augmentation for automatic pedestrian detection, simulation and annotationA Rimboux, R Dupre, E Daci, T Lagkas, P Sarigiannidis, P Remagnino, …
2019 15th International Conference on Distributed Computing in Sensor …
2019Content-aware density map for crowd counting and density estimationMM Oghaz, AR Khadka, V Argyriou, P Remagnino
arXiv preprint arXiv:1906.07258
2019Semi-supervised gan for classification of multispectral imagery acquired by uavsH Kerdegari, M Razaak, V Argyriou, P Remagnino
arXiv preprint arXiv:1905.10920
2019Smart monitoring of crops using generative adversarial networksH Kerdegari, M Razaak, V Argyriou, P Remagnino
International Conference on Computer Analysis of Images and Patterns, 554-563
2019Urban scene segmentation using semi-supervised GANH Kerdegari, M Razaak, V Argyriou, P Remagnino
Image and Signal Processing for Remote Sensing XXV 11155, 477-484
2019Multi-scale feature fused single shot detector for small object detection in UAV imagesM Razaak, H Kerdegari, V Argyriou, P Remagnino
International Conference on Computer Vision Systems, 778-786
2019Iterative Self-Learning: Semi-Supervised Improvement to Dataset Volumes and Model AccuracyR Dupre, J Fajtl, P Remagnino, V Argyriou
CVPR Workshop on Uncertainty and Robustness in Deep Visual Learning, to appear
2019Skin identification using deep convolutional neural networkMMD Oghaz, V Argyriou, D Monekosso, P Remagnino
International Symposium on Visual Computing, 181-193
2019An Integrated Precision Farming Application based on 5G, UAV and Deep LearningM Razaak, H Kerdegari, E Davies, R Abozariba, M Broadbent, K Mason, …
2019Content-aware Density Map for Crowd Counting and Density EstimationM Maktabdar Oghaz, AR Khadka, V Argyriou, P Remagnino
arXiv e-prints, arXiv: 1906.07258
2019Skin identification using deep convolutional neural networkM Maktab Dar Oghaz, V Argyriou, D Monekosso, P Remagnino
2019Semi-supervised GAN for Multispectral Image ClassificationH Kerdegari, M Razaak, A Khadka, V Argyriou, P Remagnino
International Conference on Digital Image & Signal Processing, to appear
2019Using theoretical ROC curves for analysing machine learning binary classifiersL Omar, I Ivrissimtzis
Pattern Recognition Letters 128, 447-451
2019From Farey fractions to the Klein quartic and beyondI Ivrissimtzis, D Singerman, J Strudwick
arXiv preprint arXiv:1909.08568
2019Trivalent expanders, -transformation, and hyperbolic surfacesI Ivrissimtzis, N Peyerimhoff, A Vdovina
Groups, Geometry, and Dynamics 13 (3), 1103-1131
2019Watermark retrieval from 3D printed objects via synthetic data trainingX Zhang, N Jia, I Ivrissimtzis
arXiv preprint arXiv:1905.09706
2019Publisher’s copyright statement: Additional informationI Ivrissimtzis, N Peyerimhoff, A Vdovina
2019Colour processing in adversarial attacks on face liveness systems.L Abduh, I Ivrissimtzis
The Eurographics Association
2019No-reference synthetic image quality assessment with convolutional neural network and local image saliencyX Wang, X Liang, B Yang, FWB Li
Computational Visual Media, 1-16
2019Motion-aware compression and transmission of mesh animation sequencesB Yang, L Zhang, FWB Li, X Jiang, Z Deng, M Wang, M Xu
ACM Transactions on Intelligent Systems and Technology (TIST) 10 (3), 1-21
2019A Color‐Pair Based Approach for Accurate Color Harmony EstimationB Yang, T Wei, X Fang, Z Deng, FWB Li, Y Ling, X Wang
Computer Graphics Forum 38 (7), 481-490
2019Deep blind synthesized image quality assessment with contextual multi-level feature poolingX Wang, K Wang, B Yang, FWB Li, X Liang
2019 IEEE International Conference on Image Processing (ICIP), 435-439
2019Compressed dynamic mesh sequence for progressive streamingB Yang, Z Jiang, J Shangguan, FWB Li, C Song, Y Guo, M Xu
Computer Animation and Virtual Worlds 30 (6), e1847
2019A unified deep metric representation for mesh saliency detection and non-rigid shape matchingS Hu, HPH Shum, N Aslam, FWB Li, X Liang
IEEE Transactions on Multimedia 22 (9), 2278-2292
2019Correction to: Conceptual Framework for Virtual Field Trip GamesA Alsaqqaf, F Li
International Conference on Immersive Learning, C1-C1
2019Conceptual Framework for Virtual Field Trip GamesA Alsaqqaf, F Li
International Conference on Immersive Learning, 43-55
2019Recognising human-object interactions using attention-based LSTMs.M Almushyti, FWB Li
CGVC, 135-139
2019Multi-Scale Dual-Branch Fully Convolutional Network for Hand ParsingY Lu, X Liang, FWB Li
arXiv preprint arXiv:1905.10100
2019A Secure Authentication Protocol for Multi-server-based e-Healthcare using a Fuzzy Commitment SchemeS Barman, HPH Shum, S Chattopadhyay, D Samanta
IEEE Access 7, 12557-12574
2019Machine Learning Algorithms for Network Intrusion DetectionJ Li, Y Qu, F Chao, HPH Shum, ESL Ho, L Yang
AI in Cybersecurity, 151-179
2019Illumination-aware Multi-task GANs for Foreground SegmentationD Sakkos, ESL Ho, HPH Shum
IEEE Access
2019Multiview Discriminative Marginal Metric Learning for Makeup Face VerificationL Zhang, HPH Shum, L Liu, G Guo, L Shao
Neurocomputing 333, 339-350
2019Curvature-Based Sparse Rule Base Generation for Fuzzy Rule InterpolationY Tan, HPH Shum, F Chao, V Vijayakumar, L Yang
Journal of Intelligent and Fuzzy Systems
2019A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During WalkingP Hu, ESL Ho, N Aslam, T Komura, HPH Shum
Textile Research Journal
2019Illumination-based Data Augmentation for Robust Background SubtractionD Sakkos, HPH Shum, E Ho
Proceedings of the 2019 International Conference on Software Knowledge …
2019A Hybrid Metaheuristic Navigation Algorithm for Robot Path Rolling Planning in an Unknown EnvironmentS Xu, ESL Ho, HPH Shum
Mechatronic Systems and Control
2019Triplet Loss with Channel Attention for Person Re-identificationD Organisciak, C Riachy, N Aslam, HPH Shum
Journal of WSCG – Proceedings of the 2019 International Conferences in …
2019A Generic Framework for Editing and Synthesizing Multimodal Data with Relative Emotion StrengthJCP Chan, HPH Shum, H Wang, L Yi, W Wei, ESL Ho
Computer Animation and Virtual Worlds
2019Prior-less 3D Human Shape Reconstruction with an Earth Mover’s Distance Informed CNNJ Zhang, HPH Shum, K McCay, E Ho
Proceedings of the 2019 International Conference on Motion, Interaction and …
20193D Car Shape Reconstruction from a Single Sketch ImageN Nozawa, HPH Shum, E Ho, S Morishima
Proceedings of the 2019 International Conference on Motion, Interaction and …
2019Automatic Sign Dance Synthesis from Gesture-based Sign LanguageN Iwamoto, HPH Shum, W Asahina, S Morishima
Proceedings of the 2019 International Conference on Motion, Interaction and …
2019An Interactive Motion Analysis Framework for Diagnosing and Rectifying Potential Injuries Caused Through Resistance TrainingJ Hall, JCP Chan, HPH Shum, E Ho
Proceedings of the 2019 International Conference on Motion, Interaction and …
2019DSPP: Deep Shape and Pose Priors of HumansS Hu, HPH Shum, A Mucherino
Proceedings of the 2019 International Conference on Motion, Interaction and …
2019MIG ’19: Motion, Interaction and GamesHPH Shum, ESL Ho, MP Cani, T Popa, D Holden, H Wang
Proceedings of the 2019 International Conference on Motion, Interaction and …
2019Motion Analysis of Work Conditions using Commercial Depth Cameras in Real Industrial ConditionsP Plantard, HPH Shum, F Multon
DHM and Posturography, 673-682
2019Skip-ganomaly: Skip connected and adversarially trained encoder-decoder anomaly detectionS Akçay, A Atapour-Abarghouei, TP Breckon
2019 International Joint Conference on Neural Networks (IJCNN), 1-8
2019Style augmentation: data augmentation via style randomization.PTG Jackson, AA Abarghouei, S Bonner, TP Breckon, B Obara
CVPR Workshops 6, 10-11
2019Simulating brain signals: Creating synthetic eeg data via neural-based generative models for improved ssvep classificationNKN Aznan, A Atapour-Abarghouei, S Bonner, JD Connolly, …
2019 International Joint Conference on Neural Networks (IJCNN), 1-8
2019Veritatem dies aperit-temporally consistent depth prediction enabled by a multi-task geometric and semantic scene understanding approachA Atapour-Abarghouei, TP Breckon
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …
2019Online Deep Reinforcement Learning for Autonomous UAV Navigation and Exploration of Outdoor EnvironmentsBG Maciel-Pearson, L Marchegiani, S Akcay, A Atapour-Abarghouei, …
arXiv preprint arXiv:1912.05684
2019Multi-Task Regression-based Learning for Autonomous Unmanned Aerial Vehicle Flight Control within Unstructured Outdoor EnvironmentsBG Maciel-Pearson, S Akçay, A Atapour-Abarghouei, C Holder, …
IEEE Robotics and Automation Letters 4 (4), 4116-4123
2019Generative adversarial framework for depth filling via Wasserstein metric, cosine transform and domain transferA Atapour-Abarghouei, S Akcay, GP de La Garanderie, TP Breckon
Pattern Recognition 91, 232-244
2019Temporal Neighbourhood Aggregation: Predicting Future Links in Temporal Graphs via Recurrent Variational Graph ConvolutionsS Bonner, A Atapour-Abarghouei, PT Jackson, J Brennan, I Kureshi, …
2019 IEEE International Conference on Big Data (Big Data), 5336-5345
2019A King’s Ransom for Encryption: Ransomware Classification using Augmented One-Shot Learning and Bayesian ApproximationA Atapour-Abarghouei, S Bonner, AS McGough
2019 IEEE International Conference on Big Data (Big Data), 1601-1606
2019Monocular segment-wise depth: Monocular depth estimation based on a semantic segmentation priorA Atapour-Abarghouei, TP Breckon
2019 IEEE International Conference on Image Processing (ICIP), 4295-4299
2019To complete or to estimate, that is the question: A Multi-Task Approach to Depth Completion and Monocular Depth EstimationA Atapour-Abarghouei, TP Breckon
2019 International Conference on 3D Vision (3DV), 183-193
2019Volenti non fit injuria: Ransomware and its VictimsA Atapour-Abarghouei, S Bonner, AS McGough
2019 IEEE International Conference on Big Data (Big Data), 4701-4707
2019Dealing with Missing Depth: Recent Advances in Depth Image Completion and EstimationA Atapour-Abarghouei, TP Breckon
RGB-D Image Analysis and Processing, 15-50
2019Immaculate depth perception: recovering 3D scene information via depth completion and predictionA Atapour-Abarghouei
Durham University
2019Simulating brain signals: Creating synthetic eeg data via neural-based generative models for improved ssvep classificationNKN Aznan, A Atapour-Abarghouei, S Bonner, JD Connolly, …
2019 International Joint Conference on Neural Networks (IJCNN), 1-8
2019Using variable natural environment brain-computer interface stimuli for real-time humanoid robot navigationNKN Aznan, JD Connolly, N Al Moubayed, TP Breckon
2019 International Conference on Robotics and Automation (ICRA), 4889-4895
2019Collaborative denoising autoencoder for high glycated haemoglobin predictionZ Alhassan, D Budgen, A Alessa, R Alshammari, T Daghstani, …
International Conference on Artificial Neural Networks, 338-350
2019Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP ClassificationN Khadijah Nik Aznan, A Atapour-Abarghouei, S Bonner, J Connolly, …
arXiv e-prints, arXiv: 1901.07429
2019Near‐eye display and tracking technologies for virtual and augmented realityGA Koulieris, K Akşit, M Stengel, RK Mantiuk, K Mania, C Richardt
Computer Graphics Forum 38 (2), 493-519
2019Investigating the Immediate and Cumulative Effects of Isometric Squat Exercise for Different Weight Loads on Intraocular Pressure: a Pilot Study.J Vera, R Jiménez, B Redondo, A Torrejón, GA Koulieris, …
Sports Health
2019Acute Intraocular Pressure Changes during Isometric Exercise and Recovery: the Influence of Exercise Type and Intensity, and Participant´s SexJ Vera, R Rodríguez, D García, A Pérez, B Redondo, G Delgado, …
Journal of Sports Sciences
2019DiCE: Dichoptic Contrast Enhancement for VR and Stereo DisplaysF Zhong, G Koulieris, G Drettakis, M Banks, M Chambe, F Durand, …
ACM Transactions on Graphics (TOG)
2019DiCE: dichoptic contrast enhancement for binocular displaysF Zhong, GA Koulieris, G Drettakis, MS Banks, M Chambe, F Durand, …
ACM SIGGRAPH 2019 Posters, 1-2
2019Investigating the immediate and cumulative effects of isometric squat exercise for different weight loads on intraocular pressure: a pilot studyR Jimenez, C Gustavo De Moraes, A García Ramos, A Torrejón, …
SAGE
2019Acute intraocular pressure changes during isometric exercise and recovery: the influence of exercise type and intensity, and participant´ s sexA García-Ramos, A Pérez-Castilla, B García-Durán, G Delgado, …
Routledge
2019Mona: an affordable open-source mobile robot for education and researchF Arvin, J Espinosa, B Bird, A West, S Watson, B Lennox
Journal of Intelligent & Robotic Systems 94 (3), 761–775
2019The challenges posed by global broadacre crops in delivering smart agri-robotic solutions: A fundamental rethink is requiredBD Grieve, T Duckett, M Collison, L Boyd, J West, H Yin, F Arvin, …
Global Food Security 23, 116-124
2019A Debris Clearance Robot for Extreme EnvironmentsC West, F Arvin, W Cheah, A West, S Watson, M Giuliani, B Lennox
Annual Conference Towards Autonomous Robotic Systems, 148-159
2019Exploration in Extreme Environments with Swarm Robotic SystemX Huang, F Arvin, C West, S Watson, B Lennox
2019 IEEE International Conference on Mechatronics (ICM) 1, 193-198
2019Extended artificial pheromone system for swarm robotic applicationsS Na, M Raoufi, AE Turgut, T Krajník, F Arvin
ALIFE 2019: The 2019 Conference on Artificial Life, 608-615
2019Self-organized collective motion with a simulated real robot swarmM Raoufi, AE Turgut, F Arvin
Annual Conference Towards Autonomous Robotic Systems, 263-274
2019Cooperative Control of Integrator Negative Imaginary Systems with Application to Rendezvous Multiple Mobile RobotsO Skeik, J Hu, F Arvin, A Lanzon
2019 12th International Workshop on Robot Motion and Control (RoMoCo), 15-20
2019Cooperative Pollution Source Localization and Cleanup with a Bio-inspired Swarm Robot AggregationAS Amjadi, M Raoufi, AE Turgut, G Broughton, T Krajník, F Arvin
arXiv preprint arXiv:1907.09585
2019Advanced motions for hexapodsW Cheah, HH Khalili, F Arvin, P Green, S Watson, B Lennox
International Journal of Advanced Robotic Systems 16 (2), 1729881419841537
2019Embodiment of an Aquatic Surface Vehicle in an Omnidirectional Ground RobotC Lennox, K Groves, V Hondru, F Arvin, K Gornicki, B Lennox
2019 IEEE International Conference on Mechatronics (ICM) 1, 182-186
2019Development of a Multi-robotic System for Exploration of Biomass Power PlantsS An, F Arvin, S Watson, B Lennox
Poster Papers, 56
2019Advection and Diffusion Effects Towards a Bio-inspired Artificial Pheromone SystemS Na, M Raoufi, AE Turgut, T Krajnik, B Lennox, F Arvin
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019)
2019Self-organised Flocking in Robotic Swarm based on Active Elastic SheetM Raoufi, AE Turgut, B Lennox, F Arvin
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019)
2019Adversarial unseen visual feature synthesis for zero-shot learningH Zhang, Y Long, L Liu, L Shao
Neurocomputing 329, 12-20
20192D pose-based real-time human action recognition with occlusion-handlingF Angelini, Z Fu, Y Long, L Shao, SM Naqvi
IEEE Transactions on Multimedia 22 (6), 1433-1446
2019Towards reliable, automated general movement assessment for perinatal stroke screening in infants using wearable accelerometersY Gao, Y Long, Y Guan, A Basu, J Baggaley, T Ploetz
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …
2019Zero-shot hashing with orthogonal projection for image retrievalH Zhang, Y Long, L Shao
Pattern Recognition Letters 117, 201-209
2019Dual-verification network for zero-shot learningH Zhang, Y Long, W Yang, L Shao
Information Sciences 470, 43-57
2019Few-Shot Image and Sentence Matching via Gated Visual-Semantic EmbeddingY Huang, Y Long, L Wang
AAAI
2019Apparel-based deep learning system design for apparel style recommendationC Guan, S Qin, Y Long
International Journal of Clothing Science and Technology, https://doi.org/10 …
2019A probabilistic zero-shot learning method via latent nonnegative prototype synthesis of unseen classesH Zhang, H Mao, Y Long, W Yang, L Shao
IEEE transactions on neural networks and learning systems 31 (7), 2361-2375
2019Classification complexity assessment for hyper-parameter optimizationZ Cai, Y Long, L Shao
Pattern Recognition Letters 125, 396-403
2019Depth Embedded Recurrent Predictive Parsing Network for Video ScenesZ Lingli, Z Haofeng, L Yang, S Ling, Y Jingyu
IEEE Transactions on Intelligent Transportation Systems
2019Zero-shot leaning and hashing with binary visual similesH Zhang, Y Long, L Shao
Multimedia Tools and Applications 78 (17), 24147-24165
2019Order Matters: Shuffling Sequence Generation for Video PredictionJ Wang, B Hu, Y Long, Y Guan
BMVC
2019Optimization control of a fed-batch process using an improved reinforcement learning algorithmP Zhang, J Zhang, B Hu, Y Long
2019 IEEE Conference on Control Technology and Applications (CCTA), 314-319
2019A General Transductive Regularizer for Zero-Shot LearningH Mao, H Zhang, Y Long, S Wang, L Yang
BMVC
2019An improved reinforcement learning control strategy for batch processesP Zhang, J Zhang, Y Long, B Hu
2019 24th International Conference on Methods and Models in Automation and …
2019Automated General Movement Assessment for Perinatal StrokeY Gao, Y Long, Y Guan, A Basu, J Baggaley, T Plötz
Smart Assisted Living: Toward An Open Smart-Home Infrastructure, 167
2019Examining human-horse interaction by means of affect recognition via physiological signalsT Althobaiti, S Katsigiannis, D West, N Ramzan
Ieee access 7, 77857-77867
2019An FPGA implementation of the matching pursuit algorithm for a compressed sensing enabled e-Health monitoring platformO Kerdjidj, A Amira, K Ghanem, N Ramzan, S Katsigiannis, F Chouireb
Microprocessors and Microsystems 67, 131-139
2019Image-evoked affect and its impact on eeg-based biometricsP Arnau-González, S Katsigiannis, M Arevalillo-Herráez, N Ramzan
2019 IEEE International Conference on Image Processing (ICIP), 2591-2595
2019ECG-based affective computing for difficulty level prediction in intelligent tutoring systemsF Alqahtani, S Katsigiannis, N Ramzan
2019 UK/China Emerging Technologies (UCET), 1-4
2019On the use of ECG and EMG signals for question difficulty level prediction in the context of Intelligent Tutoring SystemsF Alqahtani, S Katsigiannis, N Ramzan
19th IEEE International Conference on Bioinformatics and Bioengineering …
2019SpotDSQ: a 2D-gel image analysis tool for protein spot detection, segmentation and quantificationE Kostopoulou, S Katsigiannis, D Maroulis
19th IEEE International Conference on Bioinformatics and Bioengineering …
2019On using EEG signals for emotion modeling and biometryM Arevalillo-Herráez, G Chicote-Huete, FJ Ferri, A Ayesh, JG Boticario, …
33rd European Simulation and Modelling Conference, 229-233
20195G: Disruption in Media and EntertainmentS Katsigiannis, W Ahmad, N Ramzan
Enabling 5G Communication Systems to Support Vertical Industries, 179-190
Publications since 2019