Deep Learning in 3-Dimensions

One Day Meeting: Deep Learning in 3-Dimensions

Wednesday 20 February 2019

Chairs: Chris Holder, Chris Willcocks and Gregoire Payen de La Garanderie​

Keynote Speakers

Meeting Report

After the meeting the organisers prepare a short summary of the meeting. The report is available here.

Videos of Talks

On our BMVA youtube channel there are recorded talks of the slides and speaker from the day here.


Deep learning has revolutionised the world of artificial intelligence in recent years, providing a huge boost to machine learning research as well as to real-world applications of such technology. In this meeting we aim to explore the key challenges of combining deep learning with 3D vision.

09:30 Welcome
09:45 Keynote: Adrian Hilton: Deep Learning in 4D
10:45 Coffee Break
11:00 Adrian Penate Sanchez University of Oxfords: 3D Pick & Mix: Object Part Blending in Joint Shape and Image Manifolds
11:20 Olivia Wiles, University of Oxford: Learning to infer the 3D shape of sculptures
11:40 Andrew Gilbert, University of Surrey: Volumetric performance capture from minimal camera viewpoints
12:00 Viswadeep Sarangi, University of York: Clinical evaluation of machine learning approaches for the classification of 3D gait using static & dynamic models in comparison to human perception
12:30 Lunch
13:15 Keynote: Alex Kendall
14:15 Spotlights
14:45 Posters and Coffee
  Plug-and-Train Loss for Single View 3D Reconstruction, Eduard Ramon Maldonado, Universitat Politècnica de Catalunya; Deep learning for ground classification in 3D point clouds of large-scale heritage sites, Dimitrios Makris, University of the Aegean; Improved Object Detection with 3D Deep Neural Networks, Justin Le Louëdec, University of Lincoln; Recovery of superquadric parameters from range images using deep learning, Franc Solina, University of Ljubljana
15:30 Michael Edward, Swansea University: Graph Convolutional Neural Networks for 3D Medical Images
15:50 Georgi Tinchev, University of Oxford: Learning to See the Wood for the Trees: Deep Laser
16:10 Discussion Panel
17:00 Finish

Meeting Location

British Computer Society (BCS), 5 Southampton St, London WC2E 7HA