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How to filter out outliers images from a set of images

I have a set of images to be used for background subtraction. These images are continuously taken using a fixed camera. The scene sometimes got exposed to a very powerful sunlight, or sometimes affected by some dark shadows.

I am looking for a method to exclude these outlier images from being used for model building.

I am using c++, opencv 3.3.

How to filter out outliers images from a set of images

I have a set of images to be used for background subtraction. These images are continuously taken using a fixed camera. The scene sometimes got exposed to a very powerful sunlight, or sometimes affected by some dark shadows.

I am looking for a method to exclude these outlier images from being used for model building.

I am using c++, opencv 3.3.