Welcome to the Apple Community.
Photos from your camera roll can only be restored by restoring from a backup of your previous phone.
So far as the photos that you had in photo stream, unfortunately I believe you will be out of luck, photo stream in the cloud only keeps your photos for 30 days, which is why you are only seeing your latest pictures from your iPad.