David Griffiths | DeepAI

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Featured Co-authors

Tobias Ritschel
46 publications
Julien Philip
8 publications
Jan Boehm
6 publications

∙ 04/20/2022

OutCast: Outdoor Single-image Relighting with Cast Shadows

We propose a relighting method for outdoor images. Our method mainly foc...

2 David Griffiths, et al. ∙

∙ 12/02/2020

Curiosity-driven 3D Scene Structure from Single-image Self-supervision

Previous work has demonstrated learning isolated 3D objects (voxel grids...

2 David Griffiths, et al. ∙

∙ 04/06/2020

Finding Your (3D) Center: 3D Object Detection Using a Learned Loss

Massive semantic labeling is readily available for 2D images, but much h...

0 David Griffiths, et al. ∙

∙ 07/10/2019

SynthCity: A large scale synthetic point cloud

With deep learning becoming a more prominent approach for automatic clas...

8 David Griffiths, et al. ∙

∙ 07/09/2019

A review on deep learning techniques for 3D sensed data classification

Over the past decade deep learning has driven progress in 2D image under...

6 David Griffiths, et al. ∙

∙ 04/08/2019

Weighted Point Cloud Augmentation for Neural Network Training Data Class-Imbalance

Recent developments in the field of deep learning for 3D data have demon...

0 David Griffiths, et al. ∙

∙ 04/08/2019

Weighted Point Cloud Augmentation for Neural Network Training Data Class-Imblance

Recent developments in the field of deep learning for 3D data have demon...

0 David Griffiths, et al. ∙

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