LR by default does backups of the catalog - if you did not turn this function off intentionally. You usually find the catalog backups next to the catalog in a subfolder named Backup.
LR does not backup the photos as such. You need to restore the photo from your normal backup.
If you still have the preview in LR and an exclamation mark that the photo is missing, simply restore the photo from your backup to the same path.