queen_agassi:
Is it any hope that webcam can work with arduino?
You won't be able able to get a standard USB webcam to work with a regular Uno; maybe in the near future (crossing fingers), when the Due becomes available, there might be a chance (if device drivers are available) - but with a standard Uno, there just isn't the memory available.
Furthermore, there's not enough memory (flash or RAM), nor enough speed to do anything close to what would be needed to do facial recognition and tracking. So, once again to reiterate what another poster said, you need to have a PC in the "loop" doing the actual facial recognition part, with the USB web camera plugged into it, and the PC sending commands to the Arduino to control a servo or other actuator system to move the camera for tracking. No real way around that, I'm afraid. Just realize that for "PC" you don't have to have a full-on personal computer (but it helps); you could, for instance, use something smaller - some kind of "embeddable" PC like the Raspberry PI, or a Nano-ITX board, or some kind of Atom-based netbook, etc. Ultimately, though, you do need to use something that has the memory and speed needed to do the image processing and connect with (ie, have drivers available) for the webcam.
That said - there is one -possible- option: If you have a camera that has composite output of some sort, you could try to do some form of crude tracking (though not likely facial recognition), using Nootropic Design's Video Experimenter shield:
Once again, you won't be able to use it for facial recognition; there's also the fact that since it uses the TVOut library, which uses quite a bit of memory, things are going to be tight right out of the gate RAM-wise. But, if you were willing to put a reflective dot on your forehead, and illuminate it with IR light, you could track that dot and have the camera follow that. Of course, you'd then have a few other issues to work out (namely getting the video signal into a PC or where ever else you need it; you haven't really said what the purpose of this tracking project is).
Still - it's an idea to think about, but it would still be a long-shot.