Lifting Layers: Analysis and Applications

This repository provides the implementation of Lifting Layers: Analysis and Applications (Peter Ochs, Tim Meinhardt, Laura Leal-Taixé, Michael Moeller. ECCV 2018) [https://arxiv.org/abs/1803.08660]. All results presented in our work were produced with this code which includes MATLAB as well as Python implementations of the presented lifting layers.

Instructions

1. Execute git clone git@github.com:michimoeller/liftingLayers.git to clone the repository.
2. Follow installation and usage instructions in the respective MATLAB and Python subdirectories.

Publication

If you use this software in your research, please cite our publication:

@article{DBLP:journals/corr/abs-1803-08660,
  author    = {Peter Ochs and
               Tim Meinhardt and
               Laura Leal{-}Taix{\'{e}} and
               Michael M{\"{o}}ller},
  title     = {Lifting Layers: Analysis and Applications},
  journal   = {CoRR},
  volume    = {abs/1803.08660},
  year      = {2018},
  url       = {http://arxiv.org/abs/1803.08660},
  archivePrefix = {arXiv},
  eprint    = {1803.08660},
  timestamp = {Mon, 13 Aug 2018 16:45:58 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1803-08660},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}