软件概览
mctc4bmi
Matrix and Tensor Completion for Background Model Initialization
Usage example
Please refer to main.m and demo.m files.
Citation
If you use 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}
}
Methods
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) |