Publications

Content-Diverse Comparisons improve IQA

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Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images

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CroMo: Cross-Modal Learning for Monocular Depth Estimation

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On the Out-of-distribution Generalization of Probabilistic Image Modelling

A Multi-Hypothesis Approach to Color Constancy

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Formulating Camera-Adaptive Color Constancy as a Few-shot Meta-Learning Problem

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SteReFo: Efficient Image Refocusing with Stereo Vision

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Attention U-Net: Learning Where to Look for the Pancreas

Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance Imaging

Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation

Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion

PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI

Noise Reduction on G‐Buffers for Monte Carlo Filtering

Synthetic Prior Design for Real-time Face Tracking

Real-Time Multi-View Facial Capture with Synthetic Training

Fusing 100’s of 3D Point Clouds of Objects

Adaptive Polynomial Rendering

Laminar and Dorsoventral Molecular Organization of the Medial Entorhinal Cortex Revealed by Large-scale Anatomical Analysis of Gene Expression

Interactive light source position estimation for augmented reality with an RGB-D camera

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Simultaneous registration of multi-view range images with adaptive kernel density estimation

Applying semi-synchronised task farming to large-scale computer vision problems

Point Light Source Estimation based on Scenes Recorded by a RGB-D camera

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Using 3D information for classification of non-melanoma skin cancer