[ALUG] Face Recognition
alien at essex.ac.uk
Tue Jun 16 11:48:08 BST 2009
On 16 Jun 2009, at 11:09, Mark Rogers wrote:
> On the back of a bus I saw an advert for the Apple Mac talking about
> its ability to use face recognition when processing photos.
> Is there anything like this in Linux?
There are two aspects to this: finding faces in images ('face
localization' in the literature) and face recognition. The standard
localization algorithm is due to Viola & Jones, and there is a
(trained) implementation in OpenCV which you can pretty well just
download and run. As an aside, the Viola-Jones algorithm is not
rotation-independent and that is why cameras that offer face
localization invariably have orientation sensors, so they can process
both landscape- and portrait-orientation images.
There is a fair amount of research-level code for face recognition
kicking around but I haven't seen anything suitable for people who
aren't willing to do some serious hacking...but, then again, I haven't
looked. This might be fun to do. An ALUG summer project, anyone?
As a regular Mac user, I've imported a few dozen of my photos into
iPhoto and can confirm that its 'Faces' feature is fairly well-
implemented, both in terms of recognition and in its user interface.
For those who are keen photographers, the companion feature of
'Places' (geotagging) stinks, even with the latest iPhoto patches.
One is supposed to be able to add new places if the software doesn't
know about them (and that's everywhere outside a major city in the UK,
it seems) but the implementation is very crufty at the moment: one is
supposed to be able to move the (google) map in the interface but this
simply doesn't work!
Dr Adrian F Clark WEB: http://privatewww.essex.ac.uk/~alien/
EMAIL: alien/at/essex.ac.uk TEL: +44 1206 872432 FAX: +44 1206 872900
PAPER: Comp Sci & Elec Eng, University of Essex, Colchester, CO4 3SQ, UK
"The great tragedy of science: the slaying of a beautiful hypothesis by
an ugly fact" -- Huxley
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