Alessio Del Bue Homepage

Non-Rigid Registration and Reconstruction

Sunday, 6 November 2011, 13th International Conference on Computer Vision (ICCV 2011), Barcelona, Spain

The tutorial deals with image registration and the 3D reconstruction of deformable shapes using motion as the main visual cue. The aim is to review and discuss a set of general techniques that can be customized given a specific setup. The emphasis will be on the use of physical and statistical shape priors in different imaging scenarios. The tutorial consists of two main parts: image registration and 3D reconstruction from registered images. In the former, we will show how correspondences can be established between images of a deformable shape. In the latter, we will show how these correspondences can be used as inputs to Non-Rigid Structure-from-Motion (NR-SfM) algorithms. The tutorial uses a consistent framework for image registration and 3D reconstruction, which are shown to be two intimately related problems.

Slides and Schedule – Sunday 6th of November

- First edition of the tutorial (full-day, @ISR, Lisbon, april 2009)
- Second edition of the tutorial (2 days, @IIT, Genova, december 2010)
- SCIA 2011 Tutorial (1/2 day, @Ystad, Sweden, May 23, 2011)