Matrix and Tensor Completion for Background Model Initialization
Please refer to main.m and demo.m files.
If you use 6804 this code for your publications, please cite it as:
@article{sobral_sbmi_prl_2016,
title = {Matrix and Tensor Completion Algorithms for Background Model Initialization: A Comparative Evaluation},
author = {Sobral, A. and Zahzah, E.},
journal = {Pattern Recognition Letters},
doi = {10.1016/j.patrec.2016.12.019},
issn = {01678655},
year = {2016}
}
List of the algorithms:
| Type | Algorithm name (click to see the source code) |
Author(s) |
|---|---|---|
| Matrix Completion | ||
| GROUSE | Balzano and Wright (2013) | |
| IALM | Lin et al.(2010) | |
| LMaFit | Wen et al.(2012) | |
| LRGeomCG | Vandereycken (2013) | |
| MC-NMF | Xu et al.(2012) | |
| OptSpace | Keshavan et al.(2010) | |
| OR1MP | Wang et al.(2015) | |
| RMAMR | Ye et al.(2015) | |
| ScGrassMC | Ngo and Saad (2012) | |
| SVP | Jain et al.(2010) | |
| Tensor Completion | ||
| BCPF | Zhao et al. (2015) | |
| geomCG | Kressner et al. (2013) | |
| LRTC | Liu et al. (2013) | |
| NCPC | Xu et al. (2013) | |
| HoRPCA-IALM | Goldfarb and Qin (2013) | |
| SPC | Yokota et al. (2016) | |
| TenALS | Jain and Oh (2014) | |
| TMac | Xu et al. (2015) | |
| tSVD | Zhang et al. (2014) | |
| t-TNN | Hu et al. (2015) |