Chris G. Willcocks

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 43

Top Topics

Ridge Detection

Curvilinear Structures

Image Generation

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Abril Corona-Figueroa, Hubert P. H. Shum, Chris G. Willcocks
Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling. CoRR (2024)
Sam Bond-Taylor, Chris G. Willcocks
∞-Diff: Infinite Resolution Diffusion with Subsampled Mollified States. ICLR (2024)
Haoran Duan, Yang Long, Shidong Wang, Haofeng Zhang, Chris G. Willcocks, Ling Shao
Dynamic Unary Convolution in Transformers. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Brian K. S. Isaac-Medina, Chris G. Willcocks, Toby P. Breckon
Exact-NeRF: An Exploration of a Precise Volumetric Parameterization for Neural Radiance Fields. CVPR (2023)
Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum, Chris G. Willcocks
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers. ICCV (2023)
Sam Bond-Taylor, Chris G. Willcocks
∞-Diff: Infinite Resolution Diffusion with Subsampled Mollified States. CoRR (2023)
Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum, Chris G. Willcocks
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers. CoRR (2023)
Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum, Chris G. Willcocks
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray. CoRR (2022)
Sam Bond-Taylor, Adam Leach, Yang Long, Chris G. Willcocks
Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Brian K. S. Isaac-Medina, Neelanjan Bhowmik, Chris G. Willcocks, Toby P. Breckon
Cross-modal Image Synthesis within Dual-Energy X-ray Security Imagery. CVPR Workshops (2022)
Alex F. McKinney, Chris G. Willcocks
Megapixel Image Generation with Step-Unrolled Denoising Autoencoders. CoRR (2022)
Brian K. S. Isaac-Medina, Chris G. Willcocks, Toby P. Breckon
Exact-NeRF: An Exploration of a Precise Volumetric Parameterization for Neural Radiance Fields. CoRR (2022)
Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum, Chris G. Willcocks
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray. EMBC (2022)
Julian Wyatt, Adam Leach, Sebastian M. Schmon, Chris G. Willcocks
AnoDDPM: Anomaly Detection with Denoising Diffusion Probabilistic Models using Simplex Noise. CVPR Workshops (2022)
Brian K. S. Isaac-Medina, Chris G. Willcocks, Toby P. Breckon
Multi-view Vision Transformers for Object Detection. ICPR (2022)
Sam Bond-Taylor, Peter Hessey, Hiroshi Sasaki, Toby P. Breckon, Chris G. Willcocks
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes. ECCV (23) (2022)
Brian K. S. Isaac-Medina, Matt Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon, Hubert P. H. Shum
Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark. ICCVW (2021)
Bao Nguyen, Adam Feldman, Sarath Bethapudi, Andrew Jennings, Chris G. Willcocks
Unsupervised Region-Based Anomaly Detection In Brain MRI With Adversarial Image Inpainting. ISBI (2021)
Haifa F. Alhasson, Chris G. Willcocks, Shuaa S. Alharbi, Adetayo Kasim, Boguslaw Obara
The relationship between curvilinear structure enhancement and ridge detection methods. Vis. Comput. 37 (8) (2021)
Sam Bond-Taylor, Adam Leach, Yang Long, Chris G. Willcocks
Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models. CoRR (2021)
Sam Bond-Taylor, Peter Hessey, Hiroshi Sasaki, Toby P. Breckon, Chris G. Willcocks
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes. CoRR (2021)
Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara
Robust 3D U-Net Segmentation of Macular Holes. AICS (2021)
Hiroshi Sasaki, Chris G. Willcocks, Toby P. Breckon
UNIT-DDPM: UNpaired Image Translation with Denoising Diffusion Probabilistic Models. CoRR (2021)
Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara
Robust 3D U-Net Segmentation of Macular Holes. CoRR (2021)
Sam Bond-Taylor, Chris G. Willcocks
Gradient Origin Networks. ICLR (2021)
Brian K. S. Isaac-Medina, Matt Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon, Hubert P. H. Shum
Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark. CoRR (2021)
Hiroshi Sasaki, Chris G. Willcocks, Toby P. Breckon
Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery. ICPR (2020)
Cem Ekin Sunal, Chris G. Willcocks, Boguslaw Obara
Real Time Fencing Move Classification and Detection at Touch Time during a Fencing Match. ICPR (2020)
Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara
Segmentation of Macular Edema Datasets with Small Residual 3D U-Net Architectures. CoRR (2020)
Sam Bond-Taylor, Chris G. Willcocks
Gradient Origin Networks. CoRR (2020)
Adam Leach, Lucas S. P. Rudden, Sam Bond-Taylor, John C. Brigham, Matteo T. Degiacomi, Chris G. Willcocks
Shape tracing: An extension of sphere tracing for 3D non-convex collision in protein docking. BIBE (2020)
Hiroshi Sasaki, Chris G. Willcocks, Toby P. Breckon
Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery. CoRR (2020)
Bao Nguyen, Adam Feldman, Sarath Bethapudi, Andrew Jennings, Chris G. Willcocks
Unsupervised Region-based Anomaly Detection in Brain MRI with Adversarial Image Inpainting. CoRR (2020)
Jonathan Frawley, Chris G. Willcocks, Maged Habib, Caspar Geenen, David H. Steel, Boguslaw Obara
Segmentation of Macular Edema Datasets with Small Residual 3D U-Net Architectures. BIBE (2020)
Brian K. S. Isaac-Medina, Chris G. Willcocks, Toby P. Breckon
Multi-view Object Detection Using Epipolar Constraints within Cluttered X-ray Security Imagery. ICPR (2020)
Chris G. Willcocks, Philip T. G. Jackson, Carl J. Nelson, Amar Vijai Nasrulloh, Boguslaw Obara
Interactive GPU active contours for segmenting inhomogeneous objects. J. Real Time Image Process. 16 (6) (2019)
Shuaa S. Alharbi, Chris G. Willcocks, Philip T. G. Jackson, Haifa F. Alhasson, Boguslaw Obara
Sequential graph-based extraction of curvilinear structures. Signal Image Video Process. 13 (5) (2019)
Fady Medhat, Mahnaz Mohammadi, Sardar F. Jaf, Chris G. Willcocks, Toby P. Breckon, Peter Matthews, Andrew Stephen McGough, Georgios Theodoropoulos, Boguslaw Obara
TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text. CoRR (2019)
Venkata K. Ramaswamy, Chris G. Willcocks, Matteo T. Degiacomi
Learning protein conformational space by enforcing physics with convolutions and latent interpolations. CoRR (2019)
Fady Medhat, Mahnaz Mohammadi, Sardar F. Jaf, Chris G. Willcocks, Toby P. Breckon, Peter Matthews, Andrew Stephen McGough, Georgios Theodoropoulos, Boguslaw Obara
TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text. IEEE BigData (2018)
Amar Vijai Nasrulloh, Chris G. Willcocks, Philip T. G. Jackson, Caspar Geenen, Maged Habib, David H. Steel, Boguslaw Obara
Multi-Scale Segmentation and Surface Fitting for Measuring 3-D Macular Holes. IEEE Trans. Medical Imaging 37 (2) (2018)
Samet Akcay, Mikolaj E. Kundegorski, Chris G. Willcocks, Toby P. Breckon
Using Deep Convolutional Neural Network Architectures for Object Classification and Detection Within X-Ray Baggage Security Imagery. IEEE Trans. Inf. Forensics Secur. 13 (9) (2018)
Chris G. Willcocks, Philip T. G. Jackson, Carl J. Nelson, Boguslaw Obara
Extracting 3D Parametric Curves from 2D Images of Helical Objects. IEEE Trans. Pattern Anal. Mach. Intell. 39 (9) (2017)
Chris G. Willcocks, Frederick W. B. Li
Feature-varying skeletonization - Intuitive control over the target feature size and output skeleton topology. Vis. Comput. 28 (6-8) (2012)