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07/25/2023
Fake It Without Making It: Conditioned Face Generation for Accurate 3D Face Shape Estimation
Accurate 3D face shape estimation is an enabling technology with applica...
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03/05/2023
Text2Face: A Multi-Modal 3D Face Model
We present the first 3D morphable modelling approach, whereby 3D face sh...
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02/04/2023
Laplacian ICP for Progressive Registration of 3D Human Head Meshes
We present a progressive 3D registration framework that is a highly-effi...
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01/30/2023
Accurate Gaze Estimation using an Active-gaze Morphable Model
Rather than regressing gaze direction directly from images, we show that...
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05/13/2022
The Effectiveness of Temporal Dependency in Deepfake Video Detection
Deepfakes are a form of synthetic image generation used to generate fake...
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04/07/2021
FatNet: A Feature-attentive Network for 3D Point Cloud Processing
The application of deep learning to 3D point clouds is challenging due t...
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10/07/2020
A Human Ear Reconstruction Autoencoder
The ear, as an important part of the human head, has received much less ...
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12/04/2019
Divided We Stand: A Novel Residual Group Attention Mechanism for Medical Image Segmentation
Given that convolutional neural networks extract features via learning c...
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11/18/2019
Towards a complete 3D morphable model of the human head
Three-dimensional Morphable Models (3DMMs) are powerful statistical tool...
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10/22/2019
Penalizing small errors using an Adaptive Logarithmic Loss
Loss functions are error metrics that quantify the difference between a ...
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05/18/2019
SAWNet: A Spatially Aware Deep Neural Network for 3D Point Cloud Processing
Deep neural networks have established themselves as the state-of-the-art...
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03/09/2019
Combining 3D Morphable Models: A Large scale Face-and-Head Model
Three-dimensional Morphable Models (3DMMs) are powerful statistical tool...
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02/08/2019
FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation
We propose a novel technique to incorporate attention within convolution...
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10/15/2018
Vehicle classification using ResNets, localisation and spatially-weighted pooling
We investigate whether ResNet architectures can outperform more traditio...
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03/21/2018
Non-rigid 3D Shape Registration using an Adaptive Template
We present a new fully-automatic non-rigid 3D shape registration (morphi...
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01/21/2016