BALM - Matrix Factorization on Manifold

You can download the code for the BALM matrix factorization algorithm here: BALM CODE.

The approach solves factorization with missing data, in particular when one of the matrices involved in the factorization have a special known structure (i.e. it belongs to a matrix manifold). The code is applied to several problems in Computer Vision such as Rigid and Non-rigid Structure from Motion, Photometric Stereo and image registration.

Installation

Download and unpack the file containing the MATLAB code and please check the read me file with instructions.

Please remember to cite our paper if you use the dataset:

@inproceedings{DelBue:etal:2010, 
  author = {A. {Del Bue} and J. Xavier and L. Agapito and M. Paladini}, 
  title = {Bilinear Factorization via Augmented Lagrange Multipliers}, 
  editor = {Kostas Daniilidis and Petros Maragos and Nikos Paragios}, 
  booktitle = {11th European Conference on Computer Vision (ECCV 2010), Crete, Greece}, 
  publisher = {Springer}, 
  location = {Heidelberg}, 
  series = {Lecture Notes in Computer Science}, 
  volume = {6314}, 
  year = {2010}, 
  isbn = {978-3-642-15560-4}, 
  pages = {283--296}
}