How do I create a "picture gallery"?

I want to show a grid with 12 thumbnail pictures. I want each thumbnail to open to a separate page (or window?) with a much bigger view of the picture. I want navigation on the bigger picture back to the thumbnail.

Any directions are appreciated.
Ann