This is a personal reimplementation of the method proposed in Bilateral Space Video Segmentation [Maerki et al. 2016]. Importantly, it was written for clarity of understanding, and is totally unoptimized (i.e. IT'S SLOW and uses a LOT of memory). Furthermore, it only partially implements the published method, featuring only multi-linear interpolation. For realistic timing and results to compare against, please refer to the material included in the original publication.
All code provide here is to be used for research purposes only. For questions regarding commercial use, including licensing rights and IP, you must contact the owner; The Walt Disney Company.
Note: If you use this software, please cite the following work:
Bilateral Space Video Segmentation
Nicolas Maerki, Federico Perazzi, Oliver Wang, Alexander Sorkine-Hornung
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
###GRAPHCUT
This method also uses a third party GraphCut library. If you use this you have to cite their works as well! Please refer to the webpage for the most up to date information.
###DATA
The datasets included originate from the FBMS-59 dataset. The datasets are provided only for research purposes and without any warranty. Any commercial use is prohibited. When using the BMS-26 or FBMS-59 in your research work, you should cite the appropriate papers in the link above.