An algorithm for background subtraction which supports summer, winter, spring, autumn, day and night (fluorescence light) images.
here is a link you can use this algorithm and Coding is already given with background as water and another image as cars and buildings.
http://docs.opencv.org/trunk/doc/tutorials/video/background_subtraction/background_subtraction.html
However, here is a complete review of the same, you can request the paper link given under:
https://www.researchgate.net/publication/258885717_Robust_PCA_via_Principal_Component_Pursuit_A_Review_for_a_Comparative_Evaluation_in_Video_Surveillance
Article Robust PCA via Principal Component Pursuit: A Review for a C...
There are several background subtraction methods in the literature that can be suitable for your purposes. I have worked in long-term video-surveillance and I recommend you the BGS library (BackGround Subtraction library):
http://code.google.com/p/bgslibrary/
https://github.com/andrewssobral/bgslibrary
I am sure that the code included in the BGS library will help you a lot!
Good luck with your research!
thank you for your information. According my literature survey VIBE method can be adapt all the seasons. am i right
There is no unique algorithm for all seasonal images.Base on the available image slight modification in the controlling parameter is must.
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