How to save selection state in multipage results view?

I am trying to figure out how I can save selection state in a web app. To be more specific I am making some query interface that queries a mongo backend. The results are are rendered in a image gird type view with checkboxes on each image and a download button to download selected images. Now, I am anticipating dealing with a lot of results for a given search. To handle this I am going to use paging. I am wondering how I would even save the selection state as I am flipping through paged results. I am totally new so if anyone can so much as provide an answer with some supporting information I can look into; that would be great.