Hui Fang

Orcid: 0000-0001-9365-7420

Affiliations:
  • Loughborough University, Department of Computer Science, UK
  • Liverpool John Moores University, Department of Computer Science, UK (2018 - 2019)
  • Edge Hill University, Department of Computer Science, Ormskirk, UK (2015 - 2018)
  • University of Oxford, e-Research Centre, UK (2013 - 2015)
  • Swansea University, Department of Computer Science, UK (2009 - 2013)
  • Manchester Metropolitan University, Department of Computer Science, UK (2006 - 2009)
  • University of Bradford, Department of Computer Science, UK (PhD 2006)


According to our database1, Hui Fang authored at least 102 papers between 2003 and 2024.

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

Timeline

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Bibliography

2024
A Multiscale Framework for Capturing Oscillation Dynamics of Autonomous Vehicles in Data-Driven Car-Following Models.
IEEE Trans. Intell. Transp. Syst., November, 2024

Fast Aging-Aware Timing Analysis Framework With Temporal-Spatial Graph Neural Network.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., June, 2024

Modal adaptive super-resolution for medical images via continual learning.
Signal Process., April, 2024

Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring.
ACM Trans. Intell. Syst. Technol., February, 2024

A divide-and-conquer reconstruction method for defending against adversarial example attacks.
Vis. Intell., 2024

Progressive Diversity Generation for Single Domain Generalization.
IEEE Trans. Multim., 2024

A Memory-augmented Conditional Neural Process model for traffic prediction.
Knowl. Based Syst., 2024

Self-supervised memory learning for scene text image super-resolution.
Expert Syst. Appl., 2024

A novel attention model across heterogeneous features for stuttering event detection.
Expert Syst. Appl., 2024

Fourier Transform-Based U-Shaped Network for Single Image Motion Deblrring.
IEEE Access, 2024

Memory-facilitated Joint-space Shift Adaptation in Traffic Forecasting.
Proceedings of the International Joint Conference on Neural Networks, 2024

Guided Diffusion-based Adversarial Purification Model with Denoised Prior Constraint.
Proceedings of the International Joint Conference on Neural Networks, 2024

Multi-Strategy Adversarial Learning for Robust Face Forgery Detection Under Heterogeneous and Composite Attacks.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

The Impact of Stuttering Event Representation on Detection Performance.
Proceedings of the 2024 2nd International Conference on Cyber Resilience (ICCR), 2024

Towards Compact Reversible Image Representations for Neural Style Transfer.
Proceedings of the Computer Vision - ECCV 2024, 2024

HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Stereoscopic image super-resolution with interactive memory learning.
Expert Syst. Appl., October, 2023

Semantics-guided generative diffusion model with a 3DMM model condition for face swapping.
Comput. Graph. Forum, October, 2023

Heterogeneous attention based transformer for sign language translation.
Appl. Soft Comput., September, 2023

A multi-strategy contrastive learning framework for weakly supervised semantic segmentation.
Pattern Recognit., May, 2023

A novel temporal generative adversarial network for electrocardiography anomaly detection.
Artif. Intell. Medicine, February, 2023

Development and Evaluation of Two Approaches of Visual Sensitivity Analysis to Support Epidemiological Modeling.
IEEE Trans. Vis. Comput. Graph., 2023

Single Domain Generalization via Unsupervised Diversity Probe.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Robust Steganography without Embedding Based on Secure Container Synthesis and Iterative Message Recovery.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

A Multi-Modal Transformer Approach for Football Event Classification.
Proceedings of the IEEE International Conference on Image Processing, 2023

A Novel Class Activation Map for Visual Explanations in Multi-Object Scenes.
Proceedings of the IEEE International Conference on Image Processing, 2023

Contactless hand tremor amplitude measurement using smartphones: development and pilot evaluation.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Gradient-Based Graph Attention for Scene Text Image Super-resolution.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Cross View Capture for Stereo Image Super-Resolution.
IEEE Trans. Multim., 2022

Lightweight Image Super-Resolution With Expectation-Maximization Attention Mechanism.
IEEE Trans. Circuits Syst. Video Technol., 2022

Improving Synthetic to Realistic Semantic Segmentation With Parallel Generative Ensembles for Autonomous Urban Driving.
IEEE Trans. Cogn. Dev. Syst., 2022

Hiding multiple images into a single image via joint compressive autoencoders.
Pattern Recognit., 2022

Imitation learning based decision-making for autonomous vehicle control at traffic roundabouts.
Multim. Tools Appl., 2022

Stuttering Disfluency Detection Using Machine Learning Approaches.
J. Inf. Knowl. Manag., 2022

Multiple-feature-based zero-watermarking for robust and discriminative copyright protection of DIBR 3D videos.
Inf. Sci., 2022

DIBR Zero-Watermarking Based on Invariant Feature and Geometric Rectification.
IEEE Multim., 2022

Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring.
CoRR, 2022

Visualization for Epidemiological Modelling: Challenges, Solutions, Reflections & Recommendations.
CoRR, 2022

MuSCLe: A Multi-Strategy Contrastive Learning Framework for Weakly Supervised Semantic Segmentation.
CoRR, 2022

LightLog: A lightweight temporal convolutional network for log anomaly detection on the edge.
Comput. Networks, 2022

Multi-strategy hybrid heuristic algorithm for single container weakly heterogeneous loading problem.
Comput. Ind. Eng., 2022

Spectrogram Transformers for Audio Classification.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Image Disentanglement Autoencoder for Steganography without Embedding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Towards a more efficient few-shot learning-based human gesture recognition via dynamic vision sensors.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Deep-Learning-Based Multispectral Satellite Image Segmentation for Water Body Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A novel zero-watermarking scheme with enhanced distinguishability and robustness for volumetric medical imaging.
Signal Process. Image Commun., 2021

Optimized Design of Multilines Center of Subway AFC System via Distributed File System and Bayesian Network Model.
J. Sensors, 2021

On the Limitations of Visual-Semantic Embedding Networks for Image-to-Text Information Retrieval.
J. Imaging, 2021

Robust and discriminative zero-watermark scheme based on invariant features and similarity-based retrieval to protect large-scale DIBR 3D videos.
Inf. Sci., 2021

Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-lead ECGs.
CoRR, 2021

A Few-Shot Learning-Based Siamese Capsule Network for Intrusion Detection with Imbalanced Training Data.
Comput. Intell. Neurosci., 2021

Investigation on the Implementation of Stateful Minority Logic for Future In-Memory Computing.
IEEE Access, 2021

Secure Federated Learning Model Verification: A Client-side Backdoor Triggered Watermarking Scheme.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

A Novel Information Hiding Method for H.266/VVC Based on Selections of Luminance Transform and Chrominance Prediction Modes.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

A Novel Method for Network Traffic Prediction Using Residual Mogrifier GRU.
Proceedings of the IEEE World Congress on Services, 2021

Current Advances on Deep Learning-based Human Action Recognition from Videos: a Survey.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Discriminative and Geometrically Robust Zero-Watermarking Scheme for Protecting DIBR 3D Videos.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Deep Discriminative Domain Generalization with Adversarial Feature Learning for Classifying ECG Signals.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020
RAMPVIS: Towards a New Methodology for Developing Visualisation Capabilities for Large-scale Emergency Responses.
CoRR, 2020

Real-time deep reinforcement learning based vehicle navigation.
Appl. Soft Comput., 2020

Supervised classification of bradykinesia in Parkinson's disease from smartphone videos.
Artif. Intell. Medicine, 2020

Associating Facial Expressions and Upper-Body Gestures with Learning Tasks for Enhancing Intelligent Tutoring Systems.
Int. J. Artif. Intell. Educ., 2020

Blockchain Technology in Current Agricultural Systems: From Techniques to Applications.
IEEE Access, 2020

Deep Learning-Based Decision Making for Autonomous Vehicle at Roundabout.
Proceedings of the Towards Autonomous Robotic Systems - 21st Annual Conference, 2020

Colour Quantisation by Human Mental Search.
Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Micro-expression Video Clip Synthesis Method based on Spatial-temporal Statistical Model and Motion Intensity Evaluation Function.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Colour Quantisation using Human Mental Search and Local Refinement.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Camouflage Generative Adversarial Network: Coverless Full-image-to-image Hiding.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Joint compressive autoencoders for full-image-to-image hiding.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Time series clustering to examine presence of decrement in Parkinson's finger-tapping bradykinesia.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Adaptive Lead Weighted ResNet Trained With Different Duration Signals for Classifying 12-lead ECGs.
Proceedings of the Computing in Cardiology, 2020

2019
A Novel Robust Reversible Watermarking Scheme for Protecting Authenticity and Integrity of Medical Images.
IEEE Access, 2019

Supervised Classification of Bradykinesia for Parkinson's Disease Diagnosis from Smartphone Videos.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018
Dissecting Deep Learning Networks - Visualizing Mutual Information.
Entropy, 2018

Reinforcement Learning for Vehicle Route Optimization in SUMO.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

2017
Categorical Colormap Optimization with Visualization Case Studies.
IEEE Trans. Vis. Comput. Graph., 2017

An IoT Approach to Personalised Remote Monitoring and Management of Epilepsy.
Proceedings of the 14th International Symposium on Pervasive Systems, 2017

Fast and reliable human action recognition in video sequences by sequential analysis.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

An Agile Farm Management Information System Framework for Precision Agriculture.
Proceedings of the 9th International Conference on Information Management and Engineering, Barcelona, Spain, October 09, 2017

2014
Facial expression recognition in dynamic sequences: An integrated approach.
Pattern Recognit., 2014

Visual Multiplexing.
Comput. Graph. Forum, 2014

2013
Visualizing Natural Image Statistics.
IEEE Trans. Vis. Comput. Graph., 2013

From clamped local shape models to global shape model.
Proceedings of the IEEE International Conference on Image Processing, 2013

Recognizing Conversational Interaction Based on 3D Human Pose.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2011
Visualization of Time-Series Data in Parameter Space for Understanding Facial Dynamics.
Comput. Graph. Forum, 2011

Modeling the Effect of Motion at Encoding and Retrieval for Same and Other Race Face Recognition.
Proceedings of the Cognitive Behavioural Systems, 2011

2010
An Evaluation of Video-to-Video Face Verification.
IEEE Trans. Inf. Forensics Secur., 2010

Discriminant Feature Manifold for Facial Aging Estimation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Comparing feature-based metrics for facial dynamics analysis.
Proceedings of the ACM / SSPNET 2nd International Symposium on Facial Analysis and Animation, 2010

2009

From Rank-N to Rank-1 Face Recognition Based on Motion Similarity.
Proceedings of the British Machine Vision Conference, 2009

2008
3D facial geometry recovery via group-wise optical flow.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Behavioral Consistency Extraction for Face Verification.
Proceedings of the Cross-Modal Analysis of Speech, Gestures, Gaze and Facial Expressions, 2008

2007
3D Face Reconstruction Under Imperfect Tracking Circumstances Using Shape Model Constraints.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

2006
A fuzzy logic approach for detection of video shot boundaries.
Pattern Recognit., 2006

Video Indexing and Retrieval in Compressed Domain Using Fuzzy-Categorization.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

An Effective and Fast Scene Change Detection Algorithm for MPEG Compressed Videos.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

A Hybrid Scheme for Temporal Video Segmentation.
Proceedings of the Third IEEE International Workshop on Electronic Design, 2006

2005
Region Growing with Automatic Seeding for Semantic Video Object Segmentation.
Proceedings of the Pattern Recognition and Image Analysis, 2005

2004
Low-cost and fast partial decoding of compressed videos.
J. Electronic Imaging, 2004

2003
Video Extraction in Compressed Domain.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003


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