Publications
For all my papers, see both Google Scholar and University site.
2026
Advances in Artificial Intelligence: a Review for the Creative Industries-
Prune Wisely, Reconstruct Sharply: Compact 3D Gaussian Splatting via Adaptive Pruning and Difference-of-Gaussian Primitives
Bayesian Neural Networks for One-to-Many Mapping in Image Enhancement
RMFAT: Recurrent Multi-scale Feature Atmospheric Turbulence Mitigator
TempRetinex: Retinex-based Unsupervised Enhancement for Low-light Video Under Diverse Lighting Conditions
DMAT: An End-to-End Framework for Joint Atmospheric Turbulence Mitigation and Object Detection
Dynamic Weight-based Temporal Aggregation for Low-light Video Enhancement under Extreme Noise
PocketDVDNet: Realtime Video Denoising for Real Camera Noise
PUnwrapDiff: Conditional Diffusion for Robust InSAR Phase Unwrapping
Shortlisted for Best Student Paper AwardAn InSAR Phase Unwrapping Framework for Large-scale and Complex Events
Deep Learning-Based Denoising of Unwrapped Interferograms
2025
JDATT: A Joint Distillation Framework for Atmospheric Turbulence Mitigation and Target Detection
Top 10 Student Paper AwardZero-TIG: Temporal Consistency-Aware Zero-Shot Illumination-Guided Low-light Video Enhancement
Marine Snow Removal Using Internally Generated Pseudo Ground Truth
MAMAT: 3D Mamba-Based Atmospheric Turbulence Removal and its Object Detection Capability
Unsupervised anomaly detection for volcanic deformation in InSAR imagery
Multi-Scale Denoising in the Feature Space for Low-Light Instance Segmentation
Reviewing Intelligent Cinematography: AI Research for Camera-based Video Production
BVI-Mamba: video enhancement using a visual state-space model for low-light and underwater environments
Hybrid GIS-Transformer Approach for Forecasting Sentinel-1 Displacement Time Series
Wavelet-Based Topological Loss for Low-Light Image Denoising
SVM-Based optical detection of retinal ganglion cell apoptosis
2024
The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy
DeTurb: Atmospheric Turbulence Mitigation with Deformable 3D Convolutions and 3D Swin Transformers
Best Paper AwardLow-light Video Enhancement with Conditional Diffusion Models and Wavelet Interscale Attentions
TaGAT: Topology-Aware Graph Attention Network For Multi-modal Retinal Image Fusion
PMT: Partial-Modality Translation Based on Diffusion Models for Prostate MR and Ultrasound Image Registration
Learning Ground Displacement Signals Directly from InSAR-Wrapped Interferograms
A comprehensive study of object tracking in low-light environments
A Spatio-temporal Aligned SUNet Model for Low-light Video Enhancement
OCT2Confocal: 3D CycleGAN based Translation of Retinal OCT Images to Confocal Microscopy
DUBLINE: A Deep Unfolding Network for B-line Detection in Lung Ultrasound Images
2023
Parasitic Egg Detection and Classification in Low-cost Microscopic Images using Transfer Learning
Current Advances in Computational Lung Ultrasound Imaging: A Review
A Semi-supervised Learning Approach for B-line Detection in Lung Ultrasound Images
2022
Textural Feature Analysis of Optical Coherence Tomography Phantoms
2021
Contextual colorization and denoising for low-light ultra high resolution sequences
2020
Detection of Line Artefacts in Lung Ultrasound Images of COVID-19 Patients via Non-Convex Regularization
2019
Regularisation With a Dictionary of Lines for Medical Ultrasound Image Deconvolution
2018
2017
Line Detection as an Inverse Problem: Application to Lung Ultrasound Imaging
Exploiting texture information in diagnosing Glaucoma
2016
Automatic B-line detection in paediatric lung ultrasound
2015
Undecimated dual-tree complex wavelet transforms
2014
2013
Atmospheric turbulence mitigation using complex wavelet-based fusion
2003 – 2012
Mitigating the effects of atmospheric distortion using DT-CWT fusion
Colour volumetric compression for realistic view synthesis applications
Colour Correction for Assessing Plant Pathology Using Low Quality Cameras
In-band disparity compensation for multiview image compression and view synthesis
Technical Reports
Mitigating the effects of atmospheric distortion
Mitigating the effects of atmospheric distortion on video imagery: A review
Image fusion study — Final report
Literature review of image fusion
