Extract video background using SVD

Use the Singular Value Decomposition to extract the background from a video of a static camera

The code can be used toextract the background from a video of a static camera using SVD.

Youtube channel: https://www.youtube.com/@lazaros_moysis

References

https://www.researchgate.net/publication/370772272_Methodoi_Epexergasias_Eikonas_kai_Binteo_Meso_Analyses_me_Idiazouses_Times_SVD

https://medium.com/@mubashir_ul_islam/background-extraction-from-surveillance-camera-using-singular-value-decomposition-svd-c7c9cff4dc84

https://www.tntech.edu/cas/pdf/math/techreports/TR-2018-2.pdf

https://math.berkeley.edu/~hutching/teach/54-2017/svd-notes.pdf

https://www.lagrange.edu/academics/undergraduate/undergraduate-research/citations/18-Citations2020.Compton.pdf

https://www.sci.utah.edu/~acoste/uou/Image/project1/Arthur_COSTE_Project_1_report.html

https://ch.mathworks.com/help/matlab/ref/double.svd.html

Video

https://www.youtube.com/watch?v=hGcm9gI1m54

Video (in Greek)

https://www.youtube.com/watch?v=Ktqi9v8FLWw