Faces not identifying faces in newly imported photos.

since upgrading and the initial scan, iPhoto 09 has not recognized one face in hundreds of new photos. It just does not know when any face is in a new photo.
Is there a way to force it to scan these new photos?
BTW, We have 3 users sharing one iphoto library in the shared directory.

The problem here is that OS X works very hard to keep your data safe and secure from the other users. You're trying to beat what's built in to the system.
This method seems a little clunky at first, but works very well. Most importantly, it uses the System to do the job for you.
Create a new Account on your Mac, call it Media. Create an iPhoto Library there. (BTW: This will work for iTunes too.)
Enable Sharing on the Library:(Preferences -> Sharing), leave iPhoto running and use Fast User Switching to open the other accounts. In those accounts, enable 'Look For Shared Libraries'. The Library will appear in the other source pane.
This means that both users will be able to see the pics. If you want to use a pic then simply drag it from the shared Library to your own in the iPhoto Window. This means that each user can have their own edits.
If you want to add photos to the Library: Log into the Media account for that purpose. Added faces and places in this account will be available to all users too.
To make it all seamless: Set your Mac to log into the Media Account automatically. Set iPhoto to launch on log-in. Then switch to your own account using Fast User Switching.
Net result: a Library that's permanently available to all users but also protected. Each user can have their own versions of the pics if they want.
No partitioning, no permissions issues. Uses no extra disk space. What's not to like?
Regards
TD

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