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Chris G. Willcocks
Chris G. Willcocks
Assistant Professor, Durham University
Verified email at durham.ac.uk - Homepage
Title
Cited by
Cited by
Year
Using deep convolutional neural network architectures for object classification and detection within x-ray baggage security imagery
S Akcay, ME Kundegorski, CG Willcocks, TP Breckon
IEEE transactions on information forensics and security 13 (9), 2203-2215, 2018
2212018
Deep generative modelling: A comparative review of VAEs, GANs, normalizing flows, energy-based and autoregressive models
S Bond-Taylor, A Leach, Y Long, CG Willcocks
arXiv preprint arXiv:2103.04922, 2021
562021
Unit-ddpm: Unpaired image translation with denoising diffusion probabilistic models
H Sasaki, CG Willcocks, TP Breckon
arXiv preprint arXiv:2104.05358, 2021
202021
Multi-Scale Segmentation and Surface Fitting for Measuring 3-D Macular Holes
AV Nasrulloh, CG Willcocks, PTG Jackson, C Geenen, MS Habib, ...
IEEE Transactions on Medical Imaging 37 (2), 580-589, 2018
202018
Unmanned aerial vehicle visual detection and tracking using deep neural networks: A performance benchmark
BKS Isaac-Medina, M Poyser, D Organisciak, CG Willcocks, TP Breckon, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
162021
Feature-Varying Skeletonization
CG Willcocks, FWB Li
The Visual Computer 28 (6-8), 775-785, 2012
152012
Unsupervised region-based anomaly detection in brain MRI with adversarial image inpainting
B Nguyen, A Feldman, S Bethapudi, A Jennings, CG Willcocks
2021 IEEE 18th international symposium on biomedical imaging (ISBI), 1127-1131, 2021
132021
Extracting 3D Parametric Curves from 2D images of Helical Objects
CG Willcocks, PTG Jackson, CJ Nelson, B Obara
IEEE Transactions on Pattern Analysis and Machine Intelligence 39 (9), 1757-1769, 2017
132017
Deep learning protein conformational space with convolutions and latent interpolations
VK Ramaswamy, SC Musson, CG Willcocks, MT Degiacomi
Physical Review X 11 (1), 011052, 2021
82021
Sparse Volumetric Deformation
CG Willcocks
Durham University, 2013
82013
Gradient origin networks
S Bond-Taylor, CG Willcocks
arXiv preprint arXiv:2007.02798, 2020
72020
Interactive GPU active contours for segmenting inhomogeneous objects
CG Willcocks, PTG Jackson, CJ Nelson, AV Nasrulloh, B Obara
Journal of Real-Time Image Processing 16 (6), 2305-2318, 2019
72019
Multi-view object detection using epipolar constraints within cluttered x-ray security imagery
BKS Isaac-Medina, CG Willcocks, TP Breckon
2020 25th International Conference on Pattern Recognition (ICPR), 9889-9896, 2021
42021
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes
S Bond-Taylor, P Hessey, H Sasaki, TP Breckon, CG Willcocks
arXiv preprint arXiv:2111.12701, 2021
32021
The relationship between curvilinear structure enhancement and ridge detection methods
HF Alhasson, CG Willcocks, SS Alharbi, A Kasim, B Obara
The Visual Computer 37 (8), 2263-2283, 2021
32021
Denoising Diffusion Probabilistic Models on SO (3) for Rotational Alignment
A Leach, SM Schmon, MT Degiacomi, CG Willcocks
ICLR 2022 Workshop on Geometrical and Topological Representation Learning, 2022
22022
Sequential graph-based extraction of curvilinear structures
SS Alharbi, CG Willcocks, PTG Jackson, HF Alhasson, B Obara
Signal, Image and Video Processing 13 (5), 941-949, 2019
22019
TMIXT: a process flow for Transcribing MIXed handwritten and machine-printed Text
F Medhat, M Mohammadi, S Jaf, CG Willcocks, T Breckon, P Matthews, ...
IEEE International Conference on Big Data, 2018
22018
Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery
H Sasaki, CG Willcocks, TP Breckon
2020 25th International Conference on Pattern Recognition (ICPR), 5083-5090, 2021
12021
Segmentation of macular edema datasets with small residual 3D U-Net architectures
J Frawley, CG Willcocks, M Habib, C Geenen, DH Steel, B Obara
2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020
12020
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