Publications
Recent Publications since 2019.
| 2022 | Towards automatic threat detection: A survey of advances of deep learning within X-ray security imagingS Akcay, T Breckon Pattern Recognition 122, 108245 |
| 2022 | Crowd counting via segmentation guided attention networks and curriculum lossQ Wang, TP Breckon IEEE Transactions on Intelligent Transportation Systems |
| 2022 | Cross-domain structure preserving projection for heterogeneous domain adaptationQ Wang, TP Breckon Pattern Recognition 123, 108362 |
| 2022 | Temporal 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 |
| 2022 | Measuring 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 … |
| 2022 | RangeUDF: 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 |
| 2022 | Does lossy image compression affect racial bias within face recognition?S Yucer, M Poyser, NA Moubayed, TP Breckon arXiv preprint arXiv:2208.07613 |
| 2022 | Evaluating Gaussian Grasp Maps for Generative Grasping ModelsW Prew, T Breckon, M Bordewich, U Beierholm 2022 International Joint Conference on Neural Networks (IJCNN), 1-9 |
| 2022 | Multi-view Vision Transformers for Object DetectionBKS Isaac-Medina, CG Willcocks, TP Breckon IEEE |
| 2022 | On Depth Error from Spherical Camera Calibration within Omnidirectional Stereo VisionM Groom, TP Breckon IEEE |
| 2022 | Cross-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 … |
| 2022 | Cross-modal Image Synthesis in Dual-Energy X-Ray Security ImageryBKS Isaac-Medina, N Bhowmik, CG Willcocks, TP Breckon IEEE |
| 2022 | Lost 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 … |
| 2022 | The Influence of In‐Channel Obstacles on River SoundWA Osborne, RA Hodge, GD Love, P Hawkin, RE Hawkin Water Resources Research 58 (4), e2021WR031567 |
| 2022 | Simulating Crowd Behaviour Combining Both Microscopic and Macroscopic RulesR Saeed, D Reforgiato Recupero, P Remagnino Infirmation Sciences 583, 137-158 |
| 2022 | Modelling group dynamics for crowd simulationsRA Saeed, D Reforgiato Recupero, P Remagnino Personal and Ubiquitous Computing |
| 2022 | Image collection and annotation platforms to establish a multi‐source database of oral lesionsS Rajendran, JH Lim, K Yogalingam, TG Kallarakkal, RB Zain, … Oral Diseases |
| 2022 | Towards 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 |
| 2022 | Enhanced 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 |
| 2022 | Big data for human security: The case of COVID-19P Cárdenas, I Ivrissimtzis, B Obara, I Kureshi, G Theodoropoulos Journal of Computational Science 60, 101574 |
| 2022 | Early 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 … |
| 2022 | Synthetic data generation for watermark extraction from 3D printed objectsX Zhang, N Jia, I Ivrissimtzis 2022 the 5th International Conference on Image and Graphics Processing … |
| 2022 | Big data for human security: the case of COVID-19G Theodoropoulos, P Cardenas-Canto, B Obara, I Ivrissimtzis, I Kureshi Journal of Computational Science |
| 2022 | Distillation of Human-Object Interaction Contexts for Action RecognitionM Almushyti, FW Li Computer Animation & Virtual Worlds |
| 2022 | Geometric 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 |
| 2022 | Aesthetic Enhancement via Color Area and Location AwarenessB Yang, Q Wang, FWB Li, X Liang, T Wei, C Zhu The Eurographics Association |
| 2022 | A 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 |
| 2022 | 360 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 … |
| 2022 | UAV-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 … |
| 2022 | GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human InteractionQ Men, HPH Shum, ESL Ho, H Leung Computers and Graphics |
| 2022 | A 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 … |
| 2022 | Pose-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 … |
| 2022 | Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional NetworksH Zhang, HPH Shum, ESL Ho Proceedings of the 2022 Annual International Conference of the IEEE … |
| 2022 | CP-AGCN: Pytorch-based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral PalsyH Zhang, ESL Ho, HPH Shum Software Impacts, 100419 |
| 2022 | A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders PredictionM Zhu, Q Men, ESL Ho, H Leung, HPH Shum Journal of Medical Systems |
| 2022 | A 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 … |
| 2022 | Formation Control for UAVs Using a Flux Guided ApproachJ Hartley, HPH Shum, ESL Ho, H Wang, S Ramamoorthy Expert Systems with Applications |
| 2022 | Denoising Diffusion Probabilistic Models for Styled Walking SynthesisEJC Findlay, H Zhang, Z Chang, HPH Shum Proceedings of the 2022 International Conference on Motion, Interaction and … |
| 2022 | Towards Graph Representation Learning Based Surgical Workflow AnticipationX Zhang, NA Moubayed, HPH Shum Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and … |
| 2022 | Geometric 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 |
| 2022 | Interaction-aware Decision-making for Automated Vehicles using Social Value OrientationL Crosato, HPH Shum, ESL Ho, C Wei IEEE Transactions on Intelligent Vehicles |
| 2022 | Multiclass-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 |
| 2022 | RobIn: A Robust Interpretable Deep Network for Schizophrenia DiagnosisD Organisciak, HPH Shum, E Nwoye, WL Woo Expert Systems with Applications |
| 2022 | MedNeRF: 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 … |
| 2022 | Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion ClassificationPJ Bevan, A Atapour-Abarghouei arXiv preprint arXiv:2202.02832 |
| 2022 | A 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 |
| 2022 | Long-term Reproducibility for Neural Architecture SearchD Towers, M Forshaw, AS McGough, A Atapour-Abarghouei arXiv preprint arXiv:2207.04821 |
| 2022 | Measuring 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 … |
| 2022 | Towards Intelligently Designed Evolvable ProcessorsBAH Jones, JLP Chouard, BCC Branco, EGB Vissol-Gaudin, C Pearson, … Evolutionary Computation, 1-23 |
| 2022 | Enhanced methods for Evolution in-Materio ProcessorsBAH Jones, N Al Moubayed, DA Zeze, C Groves 2021 International Conference on Rebooting Computing (ICRC), 109-118 |
| 2022 | Agree 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 … |
| 2022 | Does lossy image compression affect racial bias within face recognition?S Yucer, M Poyser, NA Moubayed, TP Breckon arXiv preprint arXiv:2208.07613 |
| 2022 | Towards Graph Representation Learning Based Surgical Workflow AnticipationX Zhang, NA Moubayed, HPH Shum arXiv preprint arXiv:2208.03824 |
| 2022 | A 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 |
| 2022 | Contrastive 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 |
| 2022 | Efficient 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 |
| 2022 | INTERACTION: 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 |
| 2022 | Bilinear 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 |
| 2022 | Generating 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 … |
| 2022 | Artefact Classification: A Deep Learning Approach to Fight Illicit Trafficking of AntiquitiesT Winterbottom, A Leone, N Al Moubayed |
| 2022 | ALADDIn: 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 |
| 2022 | MuLD: The Multitask Long Document BenchmarkGT Hudson, NA Moubayed arXiv preprint arXiv:2202.07362 |
| 2022 | In-Materio Extreme Learning MachinesB Jones, N Al Moubayed, DA Zeze, C Groves International Conference on Parallel Problem Solving from Nature, 505-519 |
| 2022 | Artefact Classification: A Deep Learning Approach to Fight Against Illicit TraffickingT Winterbottom, A Leone, N Al Moubayed Scientific Reports |
| 2022 | Using Orientation to Distinguish Overlapping ChromosomesD Kluvanec, TB Phillips, KJW McCaffrey, N Al Moubayed International Conference on Artificial Neural Networks, 391-403 |
| 2022 | The 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) |
| 2022 | RHapTor: Rendering Haptic Torques for Virtual RealityK Roice, GA Koulieris ACM SIGGRAPH 2022 Posters, 1-2 |
| 2022 | Short-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 |
| 2022 | Effect 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 |
| 2022 | Examining 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 |
| 2022 | Fault-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 |
| 2022 | Robust formation control for networked robotic systems using Negative Imaginary dynamicsJ Hu, B Lennox, F Arvin Automatica 140, 110235 |
| 2022 | Bio-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 |
| 2022 | Towards 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 |
| 2022 | Robotic Replicants for Improving Queen Bee Health and Persistence of the Honey Bee ColonyH ALEMDAR, OC Arslan, F Arvin, G Broughton, D Dvoracek, B Erdem, … |
| 2022 | Toward a Myriad Robot Swarm AggregationZ Kiszli, S Na, F Arvin 2022 7th International Conference on Control and Robotics Engineering (ICCRE … |
| 2022 | Federated Reinforcement Learning for Collective Navigation of Robotic SwarmsS Na, T Krajník, B Lennox, F Arvin arXiv preprint arXiv:2202.01141 |
| 2022 | Exploration of Underwater Storage Facilities with Swarm of Micro-surface RobotsY He, B Lennox, F Arvin Annual Conference Towards Autonomous Robotic Systems, 92-104 |
| 2022 | Distributed 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 |
| 2022 | Autonomous Aerial Mapping Using a Swarm of Unmanned Aerial VehiclesA Alsayed, MR Nabawy, F Arvin AIAA AVIATION 2022 Forum, 4062 |
| 2022 | A Minimally Invasive Approach towards “Ecosystem Hacking” with HoneybeesM Stefanec, DN Hofstadler, T Krajnik, AE Turgut, H Alemdar, B Lennox, … Frontiers in Robotics and AI |
| 2022 | Real-Time Scan Matching for Indoor Mapping with a DroneA Alsayed, MR Nabawy, A Yunusa-Kaltungo, MK Quinn, F Arvin AIAA SCITECH 2022 Forum, 0268 |
| 2022 | Action 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 |
| 2022 | EfficientTDNN: 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 |
| 2022 | Visual-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 |
| 2022 | Absolute Zero-Shot LearningR Gao, F Wan, D Organisciak, J Pu, J Wang, H Duan, P Zhang, X Hou, … arXiv preprint arXiv:2202.11319 |
| 2022 | Wrap reduction algorithm for fringe projection profilometryM Arevalillo-Herráez, J Segura-García, P Arnau-González, S Katsigiannis Optics and Lasers in Engineering 158, 107185 |
| 2022 | IEViT: An Enhanced Vision Transformer Architecture for Chest X-ray Image ClassificationGI Okolo, S Katsigiannis, N Ramzan Computer Methods and Programs in Biomedicine, 107141 |
| 2022 | Multiclass-SGCN: Sparse Graph-based Trajectory Prediction with Agent Class EmbeddingR Li, S Katsigiannis, HPH Shum arXiv preprint arXiv:2206.15275 |
| 2022 | A 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 |
| 2022 | On 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) |
| 2021 | Unit-ddpm: Unpaired image translation with denoising diffusion probabilistic modelsH Sasaki, CG Willcocks, TP Breckon arXiv preprint arXiv:2104.05358 |
| 2021 | Unmanned 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 … |
| 2021 | On 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 |
| 2021 | Unleashing 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 |
| 2021 | Multi-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 |
| 2021 | Not 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 |
| 2021 | Contraband materials detection within volumetric 3D computed tomography baggage security screening imageryQ Wang, TP Breckon 2021 20th IEEE International Conference on Machine Learning and Applications … |
| 2021 | DurLAR: 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 |
| 2021 | On 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 |
| 2021 | Progressively Select and Reject Pseudo-labelled Samples for Open-Set Domain AdaptationQ Wang, F Meng, TP Breckon arXiv preprint arXiv:2110.12635 |
| 2021 | Source class selection with label propagation for partial domain adaptationQ Wang, TP Breckon 2021 IEEE International Conference on Image Processing (ICIP), 769-773 |
| 2021 | On 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 |
| 2021 | Uav-reid: A benchmark on unmanned aerial vehicle re-identification in video imageryD Organisciak, M Poyser, A Alsehaim, S Hu, BKS Isaac-Medina, … DU |
| 2021 | Operationalizing 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 … |
| 2021 | Semi-Supervised Surface Anomaly Detection of Composite Wind Turbine Blades From Drone ImageryJ Barker, N Bhowmik, T Breckon arXiv preprint arXiv:2112.00556 |
| 2021 | Panda: Perceptually aware neural detection of anomaliesJW Barker, TP Breckon 2021 International Joint Conference on Neural Networks (IJCNN), 1-8 |
| 2021 | Autoencoders Without Reconstruction for Textural Anomaly DetectionPA Adey, S Akçay, MJR Bordewich, TP Breckon 2021 International Joint Conference on Neural Networks (IJCNN), 1-8 |
| 2021 | Improving 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 |
| 2021 | Data 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 |
| 2021 | Continuous 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 … |
| 2021 | Multi-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 |
| 2021 | UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identificationD Organisciak, BKS Isaac-Medina, M Poyser, S Hu, TP Breckon, … arXiv preprint arXiv:2104.06219 |
| 2021 | Re-ID-AR: Improved Person Re-identification in Video via Joint Weakly Supervised Action RecognitionA Alsehaim, TP Breckon BMVA |
| 2021 | Babbling 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 |
| 2021 | White 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 |
| 2021 | When 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 |
| 2021 | Innovative 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 |
| 2021 | Simulating People DynamicsR Saeed, D Reforgiato, P Remagnino Intelligent Environments, to appear |
| 2021 | Action recognition on continuous videoYL Chang, CS Chan, P Remagnino Neural Computing and Applications 33, 1233–1243 |
| 2021 | The Boundary Node Method for Multi-Robot Multi-Goal Path Planning ProblemsRA Saeed, D Reforgiato Recupero, P Remagnino Expert Systems |
| 2021 | D’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 |
| 2021 | The establishment of a multi-source dataset of images on common oral lesionsS Rajendran, JH Lim, K Yogalingam, TG Kallarakkal, RB Zain, … |
| 2021 | Clinically 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 |
| 2021 | Big 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 |
| 2021 | Training dataset construction for anomaly detection in face anti-spoofingL Abduh, I Ivrissimtzis |
| 2021 | Imperceptibility thresholds in quantised 3d triangle meshesA Almutairi, I Ivrissimtzis, T Saarela 2021 The 4th International Conference on Image and Graphics Processing, 131-136 |
| 2021 | Quality perception and discrimination thresholds in quantised triangle meshesA Almutairi, T Saarela, I Ivrissimtzis Sixth International Workshop on Pattern Recognition 11913, 41-51 |
| 2021 | Facial reshaping operator for controllable face beautificationS Hu, HPH Shum, X Liang, FWB Li, N Aslam Expert Systems with Applications 167, 114067 |
| 2021 | Stable 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 |
| 2021 | STGAE: 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 |
| 2021 | Advances 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 |
| 2021 | Spatio-temporal Manifold Learning for Human Motions via Long-horizon ModelingH Wang, ESL Ho, HPH Shum, Z Zhu IEEE Transactions on Visualization and Computer Graphics |
| 2021 | Unmanned 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 … |
| 2021 | LMZMPM: 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 |
| 2021 | A 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) |
| 2021 | Interpreting 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 … |
| 2021 | 3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy LearningN Nozawa, HPH Shum, Q Feng, ESL Ho, S Morishima The Visual Computer |
| 2021 | Semantics-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 … |
| 2021 | Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature SelectionA Bera, D Bhattacharjee, HPH Shum Expert Systems with Applications, 114583 |
| 2021 | Human-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 … |
| 2021 | DurLAR: 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) |
| 2021 | Spoofing Detection on Hand Images Using Quality AssessmentA Bera, R Dey, D Bhattacharjee, M Nasipuri, HPH Shum Multimedia Tools and Applications |
| 2021 | Stable 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 … |
| 2021 | Facial Reshaping Operator for Controllable Face BeautificationS Hu, HPH Shum, X Liang, FWB Li, N Aslam Expert Systems with Applications, 114067 |
| 2021 | PyTorch-based Implementation of Label-aware Graph Representation for Multi-class Trajectory PredictionQ Men, HPH Shum Software Impacts |
| 2021 | STGAE: 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 … |
| 2021 | Bi-projection-based Foreground-aware Omnidirectional Depth PredictionQ Feng, HPH Shum, S Morishima Proceedings of the 2021 Visual Computing (VC) |
| 2021 | On 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 |
| 2021 | Transforming Fake News: Robust Generalisable News Classification Using TransformersC Blackledge, A Atapour-Abarghouei 2021 IEEE International Conference on Big Data (Big Data), 3960-3968 |
| 2021 | Identification 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 |
| 2021 | Rank 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 |
| 2021 | Skin 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 |
| 2021 | Curvature-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 |
| 2021 | Towards Equal Gender Representation in the Annotations of Toxic Language DetectionE Excell, NA Moubayed arXiv preprint arXiv:2106.02183 |
| 2021 | Attack-agnostic adversarial detection on medical data using explainable machine learningM Watson, N Al Moubayed 2020 25th International Conference on Pattern Recognition (ICPR), 8180-8187 |
| 2021 | ExBERT: An External Knowledge Enhanced BERT for Natural Language InferenceA Gajbhiye, NA Moubayed, S Bradley International Conference on Artificial Neural Networks, 460-472 |
| 2021 | Improving Current Glycated Hemoglobin Prediction in Adults: Use of Machine Learning Algorithms With Electronic Health RecordsZ Alhassan, M Watson, D Budgen, R Alshammari, A Alessa, … JMIR medical informatics 9 (5), e25237 |
| 2021 | Data Anonymization for Pervasive Health Care: Systematic Literature Mapping StudyZ Zuo, M Watson, D Budgen, R Hall, C Kennelly, N Al Moubayed JMIR medical informatics 9 (10), e29871 |
| 2021 | A Generative Bayesian Graph Attention Network for Semi-Supervised Classification on Scarce DataZ Sun, A Harit, J Yu, AI Cristea, N Al Moubayed 2021 International Joint Conference on Neural Networks (IJCNN), 1-7 |
| 2021 | An Unsupervised Anomaly Detector of Deformation in InSAR Time-SeriesA Shakeel, R Walters, N Moubayed, M Allen AGU Fall Meeting Abstracts 2021, IN25A-0447 |
| 2021 | Ask me in your own words: paraphrasing for multitask question answeringGT Hudson, N Al Moubayed PeerJ Computer Science 7, e759 |
| 2021 | 1859P Using deep learning with demographic and laboratory values from baseline to cycle 2 to predict subsequent renal and hepatic functionMS Watson, P Chambers, KK Shiu, JA Bridgewater, M Desai, R Roylance, … Annals of Oncology 32, S1250 |
| 2021 | Unsupervised feature learning and automatic detection of transient phenomena in InSAR time-seriesA Shakeel, R Walters, N Al Moubayed, M Allen EGU General Assembly Conference Abstracts, EGU21-1352 |
| 2021 | The intraocular pressure response to lower-body and upper-body isometric exercises is affected by the breathing patternJ Vera, B Redondo, A Perez-Castilla, GA Koulieris, R Jiménez, … European Journal of Sport Science 21 (6), 879-886 |
| 2021 | Eye tracking interaction on unmodified mobile VR headsets using the selfie cameraP Drakopoulos, GA Koulieris, K Mania ACM Transactions on Applied Perception (TAP) 18 (3), 1-20 |
| 2021 | Emulating Foveated Path TracingA Polychronakis, GA Koulieris, K Mania 14th annual ACM/SIGGRAPH conference on Motion, Interaction and Games, 1-9 |
| 2021 | Dynamics of the accommodative response and facility with dual-focus soft contact lenses for myopia controlJ Vera, B Redondo, T Galan, P Machado, R Molina, GA Koulieris, … Contact Lens and Anterior Eye, 101526 |
| 2021 | Professional Training in Extended Reality: Challenges and Solutions.LF Yu, C Mousas, D Lindlbauer, GA Koulieris, L Chan, RP McMahan, … Frontiers Virtual Real. 2, 761899 |
| 2021 | Swarm intelligence and cyber-physical systems: concepts, challenges and future trendsM Schranz, GA Di Caro, T Schmickl, W Elmenreich, F Arvin, A Şekercioğlu, … Swarm and Evolutionary Computation 60, 100762 |
| 2021 | A decentralized cluster formation containment framework for multirobot systemsJ Hu, P Bhowmick, I Jang, F Arvin, A Lanzon IEEE Transactions on Robotics 37 (6), 1936-1955 |
| 2021 | Bio-inspired artificial pheromone system for swarm robotics applicationsS Na, Y Qiu, AE Turgut, J Ulrich, T Krajník, S Yue, B Lennox, F Arvin Adaptive Behavior 29 (4), 395-415 |
| 2021 | Finite-time bearing-only formation tracking of heterogeneous mobile robots with collision avoidanceK Wu, J Hu, B Lennox, F Arvin IEEE Transactions on Circuits and Systems II: Express Briefs 68 (10), 3316-3320 |
| 2021 | Robust Formation Coordination of Robot Swarms with Nonlinear Dynamics and Unknown Disturbances: Design and ExperimentsJ Hu, AE Turgut, B Lennox, F Arvin IEEE Transactions on Circuits and Systems II: Express Briefs |
| 2021 | Accelerated Sim-to-Real Deep Reinforcement Learning: Learning Collision Avoidance from Human PlayerH Niu, Z Ji, F Arvin, B Lennox, H Yin, J Carrasco 2021 IEEE/SICE International Symposium on System Integration (SII), 144-149 |
| 2021 | SDP-Based Robust Formation-Containment Coordination of Swarm Robotic Systems with Input SaturationK Wu, J Hu, B Lennox, F Arvin Journal of Intelligent & Robotic Systems 102 (1), 1-16 |
| 2021 | Drone-Assisted Confined Space Inspection and Stockpile Volume EstimationA Alsayed, A Yunusa-Kaltungo, MK Quinn, F Arvin, MRA Nabawy Remote Sensing 13 (17), 3356 |
| 2021 | Omnipotent Virtual Giant for Remote Human–Swarm InteractionI Jang, J Hu, F Arvin, J Carrasco, B Lennox 2021 30th IEEE International Conference on Robot & Human Interactive … |
| 2021 | A 3-DOF piezoelectric driven nanopositioner: Design, control and experimentPZ Li, DF Zhang, B Lennox, F Arvin Mechanical Systems and Signal Processing 155, 107603 |
| 2021 | Towards Developing an Aerial Mapping System for Stockpile Volume Estimation in Cement PlantsA Alsayed, MR Nabawy, A Yunusa-Kaltungo, F Arvin, MK Quinn AIAA Scitech 2021 Forum, 0578 |
| 2021 | Self-organised collision-free flocking mechanism in heterogeneous robot swarmsZ Ban, J Hu, B Lennox, F Arvin Mobile Networks and Applications 26 (6), 2461-2471 |
| 2021 | Enhancing 1D LiDAR Scanning for Accurate Stockpile Volume Estimation Within Drone-Based Mapping SystemsA Alsayed, MR Nabawy, A Yunusa-Kaltungo, F Arvin, MK Quinn AIAA AVIATION 2021 FORUM, 3213 |
| 2021 | Collaborative Overtaking of Multi-Vehicle Systems in Dynamic Environments: A Distributed Artificial Potential Field ApproachS Xie, J Hu, Z Ding, F Arvin 2021 20th International Conference on Advanced Robotics (ICAR), 873-878 |
| 2021 | An Autonomous Mapping Approach for Confined Spaces Using Flying RobotsA Alsayed, MRA Nabawy, A Yunusa-Kaltungo, MK Quinn, F Arvin Annual Conference Towards Autonomous Robotic Systems, 326-336 |
| 2021 | Biohybrid Entities for Environmental MonitoringR Thenius, W Rajewicz, JC Varughese, S Schoenwetter-Fuchs, F Arvin, … ALIFE 2021: The 2021 Conference on Artificial Life |
| 2021 | Universal Artificial Pheromone Framework with Deep Reinforcement Learning for Robotic SystemsS Na, H Niu, B Lennox, F Arvin 2021 6th International Conference on Control and Robotics Engineering (ICCRE … |
| 2021 | BeeGround-An Open-Source Simulation Platform for Large-Scale Swarm Robotics ApplicationsS Lim, S Wang, B Lennox, F Arvin 2021 7th International Conference on Automation, Robotics and Applications … |
| 2021 | Self-Organised Swarm Flocking with Deep Reinforcement LearningMB Bezcioglu, B Lennox, F Arvin 2021 7th International Conference on Automation, Robotics and Applications … |
| 2021 | Collaborative Coverage for a Network of Vacuum Cleaner RobotsJ Hu, B Lennox, F Arvin 2021 Annual Conference Towards Autonomous Robotic Systems |
| 2021 | IEEE Robotics and Automation Society Congratulates Recently Elevated Senior MembersD Jha, F Sahin, AA Julius, YC Mazumdar, R Alterovitz, S Denny, … IEEE Robotics & Automation Magazine |
| 2021 | Self-organised Flocking of Robotic Swarm in Cluttered EnvironmentsZ Liu, AE Turgut, B Lennox, F Arvin TAROS |
| 2021 | Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive ModelsS Bond-Taylor, A Leach, Y Long, CG Willcocks IEEE Transactions on Pattern Analysis and Machine Intelligence |
| 2021 | Modality independent adversarial network for generalized zero shot image classificationH Zhang, Y Wang, Y Long, L Yang, L Shao Neural Networks 134, 11-22 |
| 2021 | A plug-in attribute correction module for generalized zero-shot learningH Zhang, H Bai, Y Long, L Liu, L Shao Pattern Recognition 112, 107767 |
| 2021 | Discriminative latent semantic graph for video captioningY Bai, J Wang, Y Long, B Hu, Y Song, M Pagnucco, Y Guan Proceedings of the 29th ACM International Conference on Multimedia, 3556-3564 |
| 2021 | Kernelized distance learning for zero-shot recognitionMR Zarei, M Taheri, Y Long Information Sciences 580, 801-818 |
| 2021 | Dynamic Graph Warping Transformer for Video AlignmentJ Wang, Y Long, M Pagnucco, Y Song British Machine Vision Conference (BMVC) |
| 2021 | BED: A new data set for EEG-based biometricsP Arnau-González, S Katsigiannis, M Arevalillo-Herráez, N Ramzan IEEE Internet of Things Journal 8 (15), 12219-12230 |
| 2021 | When the timeline meets the pipeline: A survey on automated cyberbullying detectionF Elsafoury, S Katsigiannis, Z Pervez, N Ramzan IEEE Access 9, 103541-103563 |
| 2021 | Using wearable physiological sensors for affect-aware Intelligent Tutoring SystemsF Alqahtani, S Katsigiannis, N Ramzan IEEE Sensors Journal 21 (3), 3366-3378 |
| 2021 | On the Use of Deep Learning for Imaging-Based COVID-19 Detection Using Chest X-raysGI Okolo, S Katsigiannis, T Althobaiti, N Ramzan Sensors 21 (17), 5702 |
| 2021 | Does BERT pay attention to cyberbullying?F Elsafoury, S Katsigiannis, S Wilson, N Ramzan 44th International ACM SIGIR Conference on Research and Development in … |
| 2021 | Single-channel EEG-based subject identification using visual stimuliS Katsigiannis, P Arnau-González, M Arevalillo-Herráez, N Ramzan 2021 IEEE EMBS International Conference on Biomedical and Health Informatics … |
| 2020 | Unsupervised domain adaptation via structured prediction based selective pseudo-labelingQ Wang, T Breckon Proceedings of the AAAI conference on artificial intelligence 34 (04), 6243-6250 |
| 2020 | Exploring racial bias within face recognition via per-subject adversarially-enabled data augmentationS Yucer, S Akçay, N Al-Moubayed, TP Breckon Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern … |
| 2020 | Adopting deep learning methods for airborne RGB fluvial scene classificationPE Carbonneau, SJ Dugdale, TP Breckon, JT Dietrich, MA Fonstad, … Remote Sensing of Environment 251, 112107 |
| 2020 | An approach for adaptive automatic threat recognition within 3D computed tomography images for baggage security screeningQ Wang, KN Ismail, TP Breckon Journal of X-ray Science and Technology 28 (1), 35-58 |
| 2020 | Data augmentation with norm-vae for unsupervised domain adaptationQ Wang, F Meng, TP Breckon arXiv preprint arXiv:2012.00848 |
| 2020 | A reference architecture for plausible threat image projection (TIP) within 3D X-ray computed tomography volumesQ Wang, N Megherbi, TP Breckon Journal of X-ray Science and Technology 28 (3), 507-526 |
| 2020 | Multi-class 3D object detection within volumetric 3D computed tomography baggage security screening imageryQ Wang, N Bhowmik, TP Breckon 2020 19th IEEE International Conference on Machine Learning and Applications … |
| 2020 | On the evaluation of prohibited item classification and detection in volumetric 3d computed tomography baggage security screening imageryQ Wang, N Bhowmik, TP Breckon 2020 International Joint Conference on Neural Networks (IJCNN), 1-8 |
| 2020 | Visible to infrared transfer learning as a paradigm for accessible real-time object detection and classification in infrared imageryYFA Gaus, N Bhowmik, BKS Isaac-Medina, TP Breckon Counterterrorism, Crime Fighting, Forensics, and Surveillance Technologies … |
| 2020 | Generalized zero-shot domain adaptation via coupled conditional variational autoencodersQ Wang, TP Breckon arXiv preprint arXiv:2008.01214 |
| 2020 | Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire DetectionW Thomson, N Bhowmik, TP Breckon 2020 19th IEEE International Conference on Machine Learning and Applications … |
| 2020 | Competitive simplicity for multi-task learning for real-time foggy scene understanding via domain adaptationN Alshammari, S Akcay, TP Breckon arXiv preprint arXiv:2012.05304 |
| 2020 | Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCIN Khadijah Nik Aznan, A Atapour-Abarghouei, S Bonner, JD Connolly, … arXiv e-prints, arXiv: 2007.11544 |
| 2020 | Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCIN Khadijah, N Aznan, A Atapour-Abarghouei, S Bonner, JD Connolly, … 25th International Conference on Pattern Recognition (ICPR2020) |
| 2020 | Domain Adaptation via Image Style TransferA Atapour-Abarghouei, TP Breckon Domain Adaptation in Computer Vision with Deep Learning, 137-156 |
| 2020 | Not 3D Re-ID: simple single stream 2D convolution for robust video Re-identification.A Alsehaim, TP Breckon IEEE |
| 2020 | Session VII. Adaptive Optics and microscopy.-Adaptive Optics for Biological Light Microscopy at DurhamCD Saunter, C Bourgenot, JM Girkin, GD Love 8th International Workshop on Adaptive Optics for Industry and Medicine |
| 2020 | Session VII. Adaptive Optics and microscopy.-Wide field adaptive optics microscopy based on image sharpness optimization in a sensorless and sensored configurationC Bourgenot, CD Saunter, JM Girkin, GD Love |
| 2020 | Session VIII. Adaptive Optics in Vision.-Reading impairment in the presence of simulated defocus, coma or secondary astigmatismLK Young, HE Smithson, RM Myers, SP Liversedge, GD Love 8th International Workshop on Adaptive Optics for Industry and Medicine |
| 2020 | Creating correct aberrations: why blur isn’t always bad in the eyeGD Love, MS Banks, SA Cholewiak, AP Finch Adaptive Optics and Wavefront Control for Biological Systems VI 11248, 57-63 |
| 2020 | Automated Detection and Classification of Oral Lesions using Deep Learning for Early Detection of Oral CancerRA Welikala, P Remagnino, JH Lim, CS Chan, SC Cheong, SA Barman IEEE Access |
| 2020 | A Boundary Node Method for path planning of mobile robotsRA Saeed, DR Recupero, P Remagnino Robotics and Autonomous Systems, 103320 |
| 2020 | Improving Dataset Volumes and Model Accuracy with Semi-Supervised Iterative Self-LearningR Dupre, J Fajtl, V Argyriou, P Remagnino IEEE Transactions on Image Processing 29, 4337-4348 |
| 2020 | Fine-Tuning Deep Learning Architectures for Early Detection of Oral CancerRA Wekilala, P Remagnino, JH Lim, CS Chan, S Rajendran, … International Symposium on Mathematical and Computational Oncology, 25-31 |
| 2020 | A distributed gamified system based on automatic assessment of physical exercises to promote remote physical rehabilitationS Schez-Sobrino, D Vallejo, DN Monekosso, C Glez-Morcillo, … IEEE Access |
| 2020 | Latent Bernoulli AutoencoderJ Fajtl, V Argyriou, DN Monekosso, P Remagnino to appear in International Conference on Machine Learning |
| 2020 | Synthetic crowd and pedestrian generator for deep learning problemsA Khadka, P Remagnino, V Argyriou International Conference on Acoustics, Speech, and Signal Processing |
| 2020 | Accurate deep net crowd counting for smart IoT video acquisition devicesA Khadka, V Argyriou, P Remagnino 2020 16th International Conference on Distributed Computing in Sensor … |
| 2020 | A Distributed GamifiedS Schez-Sobrino, D Vallejo, DN Monekosso, C Glez-Morcillo, … |
| 2020 | IoT Solutions for Large Open-Air EventsF Sottile, others others, P Remagnino, others others Internet of Things – The Call of the Edge Everything Intelligent Everywhere … |
| 2020 | Unsupervised methods for a personalised route recommendation systemJ Fajtl, L Vitali, V Argyriou, DN Monekosso, P Remagnino IEEE/IET International Symposium on Communication Systems, Networks and … |
| 2020 | A study of the effect of the illumination model on the generation of synthetic training datasetsX Zhang, N Jia, I Ivrissimtzis arXiv preprint arXiv:2006.08819 |
| 2020 | Use of in-the-wild images for anomaly detection in face anti-spoofingL Abduh, I Ivrissimtzis arXiv preprint arXiv:2006.10626 |
| 2020 | Sparse metric-based mesh saliencyS Hu, X Liang, HPH Shum, FWB Li, N Aslam Neurocomputing 400, 11-23 |
| 2020 | Target‐driven cloud evolution using position‐based fluidsZ Zhang, Y Li, B Yang, FWB Li, X Liang Computer Animation and Virtual Worlds 31 (6), e1937 |
| 2020 | Perceptual Quality Assessment On DIBR Synthesized Videos With Composite DistortionsX Wang, K Wang, B Yang, FWB Li, X Liang 2020 IEEE International Conference on Image Processing (ICIP), 186-190 |
| 2020 | Cumuliform cloud formation control using parameter-predicting convolutional neural networkZ Zhang, Y Ma, Y Li, FWB Li, HPH Shum, B Yang, J Guo, X Liang Graphical Models 111, 101083 |
| 2020 | Example‐based image recoloring in an indoor environmentX Lin, X Wang, FWB Li, J Li, B Yang, K Zhang, T Wei Computer Animation and Virtual Worlds 31 (2), e1917 |
| 2020 | Filtering Techniques for Channel Selection in Motor Imagery EEG Applications: A SurveyM Baig, N Aslam, HPH Shum Artificial intelligence Review |
| 2020 | Abnormal Infant Movements Classification with Deep Learning on Pose-based FeaturesESL Ho, K Mccay, HPH Shum, G Fehringer, C Marcroft, N Embleton IEEE Access |
| 2020 | Interaction-based Human Activity ComparisonY Shen, L Yang, ESL Ho, HPH Shum IEEE Transactions on Visualization and Computer Graphics |
| 2020 | Unifying Person and Vehicle Re-IdentificationD Organisciak, D Sakkos, ESL Ho, N Aslam, HPH Shum IEEE Access 8, 115673-115684 |
| 2020 | Editorial: Special Issue on Machine Vision with Deep LearningL Shao, HPH Shum, T Hospedales International Journal of Computer Vision, 1-2 |
| 2020 | High-speed Multi-person Pose Estimation with Deep Feature TransferY Huang, HPH Shum, ESL Ho, N Aslam Computer Vision and Image Understanding |
| 2020 | A Two-stream Recurrent Network for Skeleton-based Human Interaction RecognitionQ Men, ESL Hoy, HPH Shum, H Leung Proceedings of the 2020 International Conference on Pattern Recognition (ICPR) |
| 2020 | Sparse Metric-based Mesh SaliencyS Hu, X Liang, HPH Shum, FWB Li, N Aslam Neurocomputing |
| 2020 | A Privacy-preserving Efficient Location-sharing Scheme for Mobile Online Social Network ApplicationsM Bhattacharya, S Roy, K Mistry, HPH Shum, S Chattopadhyay IEEE Access |
| 2020 | Makeup Style Transfer on Low-quality Images with Weighted Multi-scale AttentionD Organisciak, ESL Ho, HPH Shum Proceedings of the 2020 International Conference on Pattern Recognition (ICPR) |
| 2020 | Single Sketch Image based 3D Car Shape Reconstruction with Deep Learning and Lazy LearningN Nozawa, HPH Shum, E Ho, S Morishima Proceedings of the 2020 International Conference on Computer Graphics Theory … |
| 2020 | Foreground-aware Dense Depth Estimation for 360 ImagesQ Feng, HPH Shum, R Shimamura, S Morishima Journal of WSCG – Proceedings of the 2020 International Conferences in … |
| 2020 | Image Editing based Data Augmentation for Illumination-insensitive Background SubtractionD Sakkos, E Ho, HPH Shum, G Elvin Journal of Enterprise Information Management |
| 2020 | A Unified Deep Metric Representation for Mesh Saliency Detection and Non-rigid Shape MatchingS Hu, HPH Shum, N Aslam, F Li, X Liang IEEE Transactions on Multimedia |
| 2020 | Multi-task Deep Learning with Optical Flow Features for Self-driving CarsY Hu, HPH Shum, ESL Ho IET Intelligent Transport Systems. |
| 2020 | Cumuliform Cloud Formation Control using Parameter-predicting Convolutional Neural NetworkZ Zhang, Y Ma, Y Li, FWB Li, HPH Shum, B Yang, J Guo, X Liang Graphical Models, 101083 |
| 2020 | Foreword to Special Section on Motion, Interactions and GamesMP Cani, ESL Ho, T Popa, HPH Shum Computers & Graphics |
| 2020 | Resolving Hand‐object Occlusion for Mixed Reality with Joint Deep Learning and Model OptimizationQ Feng, HPH Shum, S Morishima Computer Animation and Virtual Worlds, e1956 |
| 2020 | Resolving the cybersecurity Data Sharing Paradox to scale up cybersecurity via a co-production approach towards data sharingA Atapour-Abarghouei, AS McGough, DS Wall 2020 IEEE International Conference on Big Data (Big Data), 3867-3876 |
| 2020 | Not Half Bad: Exploring Half-Precision in Graph Convolutional Neural NetworksJ Brennan, S Bonner, A Atapour-Abarghouei, PT Jackson, B Obara, … 2020 IEEE International Conference on Big Data (Big Data), 2725-2734 |
| 2020 | Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCIN Khadijah, N Aznan, A Atapour-Abarghouei, S Bonner, JD Connolly, … 25th International Conference on Pattern Recognition (ICPR2020) |
| 2020 | Domain Adaptation via Image Style TransferA Atapour-Abarghouei, TP Breckon Domain Adaptation in Computer Vision with Deep Learning, 137-156 |
| 2020 | Exploring racial bias within face recognition via per-subject adversarially-enabled data augmentationS Yucer, S Akçay, N Al-Moubayed, TP Breckon Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern … |
| 2020 | On modality bias in the TVQA dataset.T Winterbottom, S Xiao, A McLean, N Al Moubayed British Machine Vision Conference |
| 2020 | Beyond the topics: how deep learning can improve the discriminability of probabilistic topic modellingN Al Moubayed, S McGough, BAS Hasan PeerJ Computer Science 6, e252 |
| 2020 | Predicting current glycated hemoglobin levels in adults from electronic health records: validation of multiple logistic regression algorithmZ Alhassan, D Budgen, R Alshammari, N Al Moubayed JMIR medical informatics 8 (7), e18963 |
| 2020 | Bilinear fusion of commonsense knowledge with attention-based NLI modelsA Gajbhiye, T Winterbottom, N Al Moubayed, S Bradley International Conference on Artificial Neural Networks, 633-646 |
| 2020 | Trying bilinear pooling in Video-QAT Winterbottom, S Xiao, A McLean, NA Moubayed arXiv preprint arXiv:2012.10285 |
| 2020 | On the Hierarchical Information in a Single Contextualised Word Representation (Student Abstract)DL Slack, M Hardey, N Al Moubayed Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13917 … |
| 2020 | Intraocular pressure responses to four different isometric exercises in men and womenJ Vera, B Redondo, GA Koulieris, A Torrejon, R Jiménez, A Garcia-Ramos Optometry and Vision Science 97 (8), 648-653 |
| 2020 | Front camera eye tracking for mobile VRP Drakopoulos, GA Koulieris, K Mania 2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and … |
| 2020 | Validation of an objective method for the qualitative and quantitative assessment of binocular accommodative facilityJ Vera, B Redondo, R Molina, GA Koulieris, R Jiménez Current Eye Research 45 (5), 636-644 |
| 2020 | Medical Ultrasound Training in Virtual RealityJP Elliman, S Bethapudi, GA Koulieris The Eurographics Association |
| 2020 | Voronoi-Based Multi-Robot Autonomous Exploration in Unknown Environments via Deep Reinforcement LearningJ Hu, H Niu, J Carrasco, B Lennox, F Arvin IEEE Transactions on Vehicular Technology |
| 2020 | Cooperative Control of Heterogeneous Connected Vehicle Platoons: An Adaptive Leader-Following ApproachJ Hu, P Bhowmick, F Arvin, A Lanzon, B Lennox IEEE Robotics and Automation Letters 5 (2), 977-984 |
| 2020 | Occlusion-Based Coordination Protocol Design for Autonomous Robotic Shepherding TasksJ Hu, AE Turgut, T Krajník, B Lennox, F Arvin IEEE Transactions on Cognitive and Developmental Systems |
| 2020 | Hysteresis Modelling and Feedforward Control of Piezoelectric Actuator Based on Simplified Interval Type-2 Fuzzy SystemPZ Li, DF Zhang, JY Hu, B Lennox, F Arvin Sensors 20 (9), 2587 |
| 2020 | Local Bearing Estimation for a Swarm of Low-Cost Miniature RobotsZ Liu, C West, B Lennox, F Arvin Sensors 20 (11), 3308 |
| 2020 | Investigation of Cue-Based Aggregation Behaviour in Complex EnvironmentsS Wang, AE Turgut, T Schmickl, B Lennox, F Arvin International Conference on Collaborative Computing: Networking … |
| 2020 | Cooperative pollution source exploration and cleanup with a bio-inspired swarm robot aggregationA Sadeghi Amjadi, M Raoufi, AE Turgut, G Broughton, T Krajník, F Arvin International Conference on Collaborative Computing: Networking … |
| 2020 | Self-organised Flocking with Simulated Homogeneous Robotic SwarmZ Ban, C West, B Lennox, F Arvin International Conference on Collaborative Computing: Networking … |
| 2020 | World’s First Drone-Assisted Safety Inspection and Monitoring System for Confined Spaces in Cement PlantsA Alsayed, M Nabawy, A Yunusa-Kaltungo, M Quinn, F Arvin IEEE UK-Ireland Robotics and Automation Society Conference |
| 2020 | Deep transductive network for generalized zero shot learningH Zhang, L Liu, Y Long, Z Zhang, L Shao Pattern Recognition 105, 107370 |
| 2020 | A joint label space for generalized zero-shot classificationJ Li, X Lan, Y Long, Y Liu, X Chen, L Shao, N Zheng IEEE Transactions on Image Processing 29, 5817-5831 |
| 2020 | Pseudo distribution on unseen classes for generalized zero shot learningH Zhang, J Liu, Y Yao, Y Long Pattern Recognition Letters 135, 451-458 |
| 2020 | Asymmetric graph based zero shot learningY Wang, H Zhang, Z Zhang, Y Long Multimedia Tools and Applications 79 (45), 33689-33710 |
| 2020 | Learning discriminative domain-invariant prototypes for generalized zero shot learningY Wang, H Zhang, Z Zhang, Y Long, L Shao Knowledge-Based Systems 196, 105796 |
| 2020 | Query twice: Dual mixture attention meta learning for video summarizationJ Wang, Y Bai, Y Long, B Hu, Z Chai, Y Guan, X Wei Proceedings of the 28th ACM International Conference on Multimedia, 4023-4031 |
| 2020 | Automated general movement assessment for perinatal stroke screening in infantsY Gao, Y Long, Y Guan, A Basu, J Baggaley, T Plötz Smart assisted living, 167-187 |
| 2020 | Semantic combined network for zero‐shot scene parsingY Wang, H Zhang, S Wang, Y Long, L Yang IET Image Processing 14 (4), 757-765 |
| 2020 | Triaxial accelerometer-based falls and activities of daily life detection using machine learningT Althobaiti, S Katsigiannis, N Ramzan Sensors 20 (13), 3777 |
| 2020 | Defining 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 |
| 2020 | Information Retrieval from Electronic Health RecordsM Al-Qahtani, S Katsigiannis, N Ramzan Engineering and Technology for Healthcare, 117-128 |
| 2020 | Artificial intelligence for affective computing: an emotion recognition case study.P Arnau-González, S Katsigiannis, M Arevalillo-Herráez, N Ramzan AI for Emerging Verticals: Human-Robot Computing, Sensing and Networking |
| 2020 | EEG-based biometrics: Effects of template ageingP Arnau-González, S Katsigiannis, M Arevalillo-Herráez, N Ramzan AI for Emerging Verticals: Human-Robot Computing, Sensing and Networking |
| 2020 | Machine learning-based affect detection within the context of human-horse interactionT Althobaiti, S Katsigiannis, D West, H Rabah, N Ramzan AI for Emerging Verticals: Human-Robot Computing, Sensing and Networking |
| 2020 | A 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 |
| 2019 | Skip-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 |
| 2019 | Style augmentation: data augmentation via style randomization.PTG Jackson, AA Abarghouei, S Bonner, TP Breckon, B Obara CVPR workshops 6, 10-11 |
| 2019 | Simulating 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 |
| 2019 | Unifying unsupervised domain adaptation and zero-shot visual recognitionQ Wang, P Bu, TP Breckon 2019 International Joint Conference on Neural Networks (IJCNN), 1-8 |
| 2019 | On 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 … |
| 2019 | Evaluating 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 … |
| 2019 | Evaluation 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 |
| 2019 | Veritatem 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 … |
| 2019 | Discrete curvature representations for noise robust image corner detectionW Zhang, C Sun, T Breckon, N Alshammari IEEE Transactions on Image Processing 28 (9), 4444-4459 |
| 2019 | Online 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 |
| 2019 | Multi-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 |
| 2019 | The 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 |
| 2019 | A 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 |
| 2019 | Generative 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 |
| 2019 | Using 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 |
| 2019 | On 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 … |
| 2019 | Experimental 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 … |
| 2019 | Monocular 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 |
| 2019 | To 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 |
| 2019 | On 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 … |
| 2019 | Segmentation guided attention network for crowd counting via curriculum learningQ Wang, TP Breckon arXiv preprint arXiv:1911.07990 17 |
| 2019 | On 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 |
| 2019 | Using 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 … |
| 2019 | Multi-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 |
| 2019 | A ranking based attention approach for visual trackingS Peng, S Kamata, TP Breckon 2019 IEEE International Conference on Image Processing (ICIP), 3073-3077 |
| 2019 | Learning to Drive: End-to-End Off-Road Path PredictionCJ Holder, TP Breckon IEEE Intelligent Transportation Systems Magazine 13 (2), 217-221 |
| 2019 | Generalised 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 |
| 2019 | On 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 … |
| 2019 | Dealing with missing depth: recent advances in depth image completion and estimationA Atapour-Abarghouei, TP Breckon RGB-D Image analysis and processing, 15-50 |
| 2019 | Region 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 … |
| 2019 | On 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 … |
| 2019 | Region based anomaly detection with real-time training and evaluation.P Adey, M Bordewich, TP Breckon, OK Hamilton IEEE |
| 2019 | Experimental 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 |
| 2019 | DeGraF-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 |
| 2019 | A Comparison of Wet-Based and Dry-Based EEG Capabilities in detecting P300 waveforms for Brain-Computer Interface ApplicationsA Cacace, TP Breckon, JD Connolly |
| 2019 | Veritatem Dies Aperit-Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach.AA Abarghouei, TP Breckon CVPR |
| 2019 | Simulating 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 |
| 2019 | Pseudo light-field display apparatusMS Banks, SA Cholewiak, P Srinivasan, YR Ng, GD Love, G Drettakis, … US Patent App. 16/179,356 |
| 2019 | An 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 |
| 2019 | Automatic 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 … |
| 2019 | Scene 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 |
| 2019 | Learning 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 |
| 2019 | Smart 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 … |
| 2019 | Content-aware density map for crowd counting and density estimationMM Oghaz, AR Khadka, V Argyriou, P Remagnino arXiv preprint arXiv:1906.07258 |
| 2019 | Semi-supervised gan for classification of multispectral imagery acquired by uavsH Kerdegari, M Razaak, V Argyriou, P Remagnino arXiv preprint arXiv:1905.10920 |
| 2019 | Smart 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 |
| 2019 | Urban scene segmentation using semi-supervised GANH Kerdegari, M Razaak, V Argyriou, P Remagnino Image and Signal Processing for Remote Sensing XXV 11155, 477-484 |
| 2019 | Multi-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 |
| 2019 | Iterative 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 |
| 2019 | Skin identification using deep convolutional neural networkMMD Oghaz, V Argyriou, D Monekosso, P Remagnino International Symposium on Visual Computing, 181-193 |
| 2019 | An Integrated Precision Farming Application based on 5G, UAV and Deep LearningM Razaak, H Kerdegari, E Davies, R Abozariba, M Broadbent, K Mason, … |
| 2019 | Content-aware Density Map for Crowd Counting and Density EstimationM Maktabdar Oghaz, AR Khadka, V Argyriou, P Remagnino arXiv e-prints, arXiv: 1906.07258 |
| 2019 | Skin identification using deep convolutional neural networkM Maktab Dar Oghaz, V Argyriou, D Monekosso, P Remagnino |
| 2019 | Semi-supervised GAN for Multispectral Image ClassificationH Kerdegari, M Razaak, A Khadka, V Argyriou, P Remagnino International Conference on Digital Image & Signal Processing, to appear |
| 2019 | Using theoretical ROC curves for analysing machine learning binary classifiersL Omar, I Ivrissimtzis Pattern Recognition Letters 128, 447-451 |
| 2019 | From Farey fractions to the Klein quartic and beyondI Ivrissimtzis, D Singerman, J Strudwick arXiv preprint arXiv:1909.08568 |
| 2019 | Trivalent expanders, -transformation, and hyperbolic surfacesI Ivrissimtzis, N Peyerimhoff, A Vdovina Groups, Geometry, and Dynamics 13 (3), 1103-1131 |
| 2019 | Watermark retrieval from 3D printed objects via synthetic data trainingX Zhang, N Jia, I Ivrissimtzis arXiv preprint arXiv:1905.09706 |
| 2019 | Publisher’s copyright statement: Additional informationI Ivrissimtzis, N Peyerimhoff, A Vdovina |
| 2019 | Colour processing in adversarial attacks on face liveness systems.L Abduh, I Ivrissimtzis The Eurographics Association |
| 2019 | No-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 |
| 2019 | Motion-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 |
| 2019 | A 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 |
| 2019 | Deep 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 |
| 2019 | Compressed 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 |
| 2019 | A 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 |
| 2019 | Correction to: Conceptual Framework for Virtual Field Trip GamesA Alsaqqaf, F Li International Conference on Immersive Learning, C1-C1 |
| 2019 | Conceptual Framework for Virtual Field Trip GamesA Alsaqqaf, F Li International Conference on Immersive Learning, 43-55 |
| 2019 | Recognising human-object interactions using attention-based LSTMs.M Almushyti, FWB Li CGVC, 135-139 |
| 2019 | Multi-Scale Dual-Branch Fully Convolutional Network for Hand ParsingY Lu, X Liang, FWB Li arXiv preprint arXiv:1905.10100 |
| 2019 | A 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 |
| 2019 | Machine Learning Algorithms for Network Intrusion DetectionJ Li, Y Qu, F Chao, HPH Shum, ESL Ho, L Yang AI in Cybersecurity, 151-179 |
| 2019 | Illumination-aware Multi-task GANs for Foreground SegmentationD Sakkos, ESL Ho, HPH Shum IEEE Access |
| 2019 | Multiview Discriminative Marginal Metric Learning for Makeup Face VerificationL Zhang, HPH Shum, L Liu, G Guo, L Shao Neurocomputing 333, 339-350 |
| 2019 | Curvature-Based Sparse Rule Base Generation for Fuzzy Rule InterpolationY Tan, HPH Shum, F Chao, V Vijayakumar, L Yang Journal of Intelligent and Fuzzy Systems |
| 2019 | A 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 |
| 2019 | Illumination-based Data Augmentation for Robust Background SubtractionD Sakkos, HPH Shum, E Ho Proceedings of the 2019 International Conference on Software Knowledge … |
| 2019 | A Hybrid Metaheuristic Navigation Algorithm for Robot Path Rolling Planning in an Unknown EnvironmentS Xu, ESL Ho, HPH Shum Mechatronic Systems and Control |
| 2019 | Triplet 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 … |
| 2019 | A 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 |
| 2019 | Prior-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 … |
| 2019 | 3D 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 … |
| 2019 | Automatic 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 … |
| 2019 | An 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 … |
| 2019 | DSPP: Deep Shape and Pose Priors of HumansS Hu, HPH Shum, A Mucherino Proceedings of the 2019 International Conference on Motion, Interaction and … |
| 2019 | MIG ’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 … |
| 2019 | Motion Analysis of Work Conditions using Commercial Depth Cameras in Real Industrial ConditionsP Plantard, HPH Shum, F Multon DHM and Posturography, 673-682 |
| 2019 | Skip-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 |
| 2019 | Style augmentation: data augmentation via style randomization.PTG Jackson, AA Abarghouei, S Bonner, TP Breckon, B Obara CVPR Workshops 6, 10-11 |
| 2019 | Simulating 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 |
| 2019 | Veritatem 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 … |
| 2019 | Online 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 |
| 2019 | Multi-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 |
| 2019 | Generative 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 |
| 2019 | Temporal 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 |
| 2019 | A 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 |
| 2019 | Monocular 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 |
| 2019 | To 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 |
| 2019 | Volenti non fit injuria: Ransomware and its VictimsA Atapour-Abarghouei, S Bonner, AS McGough 2019 IEEE International Conference on Big Data (Big Data), 4701-4707 |
| 2019 | Dealing with Missing Depth: Recent Advances in Depth Image Completion and EstimationA Atapour-Abarghouei, TP Breckon RGB-D Image Analysis and Processing, 15-50 |
| 2019 | Immaculate depth perception: recovering 3D scene information via depth completion and predictionA Atapour-Abarghouei Durham University |
| 2019 | Simulating 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 |
| 2019 | Using 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 |
| 2019 | Collaborative denoising autoencoder for high glycated haemoglobin predictionZ Alhassan, D Budgen, A Alessa, R Alshammari, T Daghstani, … International Conference on Artificial Neural Networks, 338-350 |
| 2019 | Simulating 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 |
| 2019 | Near‐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 |
| 2019 | Investigating 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 |
| 2019 | Acute 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 |
| 2019 | DiCE: Dichoptic Contrast Enhancement for VR and Stereo DisplaysF Zhong, G Koulieris, G Drettakis, M Banks, M Chambe, F Durand, … ACM Transactions on Graphics (TOG) |
| 2019 | DiCE: dichoptic contrast enhancement for binocular displaysF Zhong, GA Koulieris, G Drettakis, MS Banks, M Chambe, F Durand, … ACM SIGGRAPH 2019 Posters, 1-2 |
| 2019 | Investigating 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 |
| 2019 | Acute 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 |
| 2019 | Mona: 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 |
| 2019 | The 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 |
| 2019 | A 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 |
| 2019 | Exploration 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 |
| 2019 | Extended 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 |
| 2019 | Self-organized collective motion with a simulated real robot swarmM Raoufi, AE Turgut, F Arvin Annual Conference Towards Autonomous Robotic Systems, 263-274 |
| 2019 | Cooperative 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 |
| 2019 | Cooperative 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 |
| 2019 | Advanced motions for hexapodsW Cheah, HH Khalili, F Arvin, P Green, S Watson, B Lennox International Journal of Advanced Robotic Systems 16 (2), 1729881419841537 |
| 2019 | Embodiment 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 |
| 2019 | Development of a Multi-robotic System for Exploration of Biomass Power PlantsS An, F Arvin, S Watson, B Lennox Poster Papers, 56 |
| 2019 | Advection 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) |
| 2019 | Self-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) |
| 2019 | Adversarial unseen visual feature synthesis for zero-shot learningH Zhang, Y Long, L Liu, L Shao Neurocomputing 329, 12-20 |
| 2019 | 2D 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 |
| 2019 | Towards 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 … |
| 2019 | Zero-shot hashing with orthogonal projection for image retrievalH Zhang, Y Long, L Shao Pattern Recognition Letters 117, 201-209 |
| 2019 | Dual-verification network for zero-shot learningH Zhang, Y Long, W Yang, L Shao Information Sciences 470, 43-57 |
| 2019 | Few-Shot Image and Sentence Matching via Gated Visual-Semantic EmbeddingY Huang, Y Long, L Wang AAAI |
| 2019 | Apparel-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 … |
| 2019 | A 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 |
| 2019 | Classification complexity assessment for hyper-parameter optimizationZ Cai, Y Long, L Shao Pattern Recognition Letters 125, 396-403 |
| 2019 | Depth Embedded Recurrent Predictive Parsing Network for Video ScenesZ Lingli, Z Haofeng, L Yang, S Ling, Y Jingyu IEEE Transactions on Intelligent Transportation Systems |
| 2019 | Zero-shot leaning and hashing with binary visual similesH Zhang, Y Long, L Shao Multimedia Tools and Applications 78 (17), 24147-24165 |
| 2019 | Order Matters: Shuffling Sequence Generation for Video PredictionJ Wang, B Hu, Y Long, Y Guan BMVC |
| 2019 | Optimization 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 |
| 2019 | A General Transductive Regularizer for Zero-Shot LearningH Mao, H Zhang, Y Long, S Wang, L Yang BMVC |
| 2019 | An 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 … |
| 2019 | Automated 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 |
| 2019 | Examining human-horse interaction by means of affect recognition via physiological signalsT Althobaiti, S Katsigiannis, D West, N Ramzan Ieee access 7, 77857-77867 |
| 2019 | An 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 |
| 2019 | Image-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 |
| 2019 | ECG-based affective computing for difficulty level prediction in intelligent tutoring systemsF Alqahtani, S Katsigiannis, N Ramzan 2019 UK/China Emerging Technologies (UCET), 1-4 |
| 2019 | On 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 … |
| 2019 | SpotDSQ: 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 … |
| 2019 | On 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 |
| 2019 | 5G: Disruption in Media and EntertainmentS Katsigiannis, W Ahmad, N Ramzan Enabling 5G Communication Systems to Support Vertical Industries, 179-190 |