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On Eigenfaces: Creating ghost-like images from a set of faces

mikedusenberry.com

11–16 of 16 posts

Re: On Eigenfaces: Creating ghost-like images from a set of faces

#11
post #9

An interesting post in need of a reference to past work: http://www.mitpressjournals.org/doi/abs/10.1162/jocn.1991.3.... nearly 25 years old and 13k references, so it's pretty well studied...!

Yeah that's a great paper, and I definitely used it to learn more while I was writing this post up. If anyone else wants it, here's a direct link: [http://www.cs.ucsb.edu/~mturk/Papers/mturk-CVPR91.pdf].

I really should add a section of resources that I found useful. Thanks!

Re: On Eigenfaces: Creating ghost-like images from a set of faces

#13
post #7

(Nomen omen) spectral look is an artifact of using negative values. It's nice to see non-negative components - http://www.quantumblah.org/?p=428 . They are both more accurate and more human-interpretable (at the cost of computational efficiency).

Great contribution and interesting read. I'll certainly be checking this method out in more depth!

Re: On Eigenfaces: Creating ghost-like images from a set of faces

#14
There was a generalisation of the eigenface technique to 3D published in Siggraph about 15 years ago. http://gravis.cs.unibas.ch/Sigg99.html

One of the authors is still working on refining their approach, by the looks of it: http://gravis.cs.unibas.ch/projects.html

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