You have all these bookmarks on your computer and now they are missing after it was reimaged. Follow these steps to (hopefully) get them back!
1. Click the hamburger icon. (3 lines in upper right)
2. Scroll down and click Settings.
Sign in to your Google account.
The import process should only take a few seconds.