What is the best approach to sync an iPhone when I've switched to a new computer?

Hi everybody. The problem is the old issue related to the fact that I can sync my iPhone with only one iTunes library, even if I sync my device manually.
So, I've moved to a new laptop and need to sync the iPhone with this new device. The iPhone was previosly sync with the old computer.
I've connected the iPhone and transferred any itunes purchase to the itunes library, so I assume that my songs, books, movies, apps have been passed to the itunes library.
But now I need to manage the sync process as the itunes warns me that it will erase any content in the iphone. So, what about my photos, contacts, sms, etc? They will be erased...
So, what is the correct process to manage this situation?
Thanks.

Thanks wjosten, you guide is nice and clear. What seems to me strange are your point below:
7. Right click again and select "Backup".
8. Right click again & select "Restore from Backup", select the backup you just made. When prompted to create another backup, decline.
At point #7 I backup the actual conent of the phone (I assume sms, contacts, ring tones, photos, videos, etc.) and I thought I had to manage a restore at the end of the sync. On the contrary you say to restore it just after the backup. Any reason for that?
More, my iPhone is actually setup to do backup to iCloud:
Do I need to switch to local backup otpion instead?
Thanks.

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