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:

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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)