When the time came to replace my K2i's battery I had a very similar experience...including the brief green light when the battery was removed and replaced. I suspect your battery is dead. It was very easy to get a new battery. If I can remember where I ordered mine from I'll post a link for you.
Here's a link...they were quick and good customer service.