Generative Models for Shape and Appearance

Add to your list(s) Download to your calendar using vCal

• Neill Campbell, University of Bath
• Friday 26 June 2015, 10:00-11:00
• Auditorium, Microsoft Research Ltd, 21 Station Road, Cambridge, CB1 2FB.

If you have a question about this talk, please contact Microsoft Research Cambridge Talks Admins.

This event may be recorded and made available internally or externally via http://research.microsoft.com. Microsoft will own the copyright of any recordings made. If you do not wish to have your image/voice recorded please consider this before attending

I will present recent work from SIGGRAPH and CVPR . The first builds a generative model of fonts in an automatic and unsupervised learning process; the only input is a collection of existing font files and the output is a probabilistic manifold that can be used to create new typefaces. The second piece of work generalises probabilistic PCA and Active Appearance Models to overcome a fundamental weakness; existing subspace models are unable to model image datasets that cannot be readily aligned. Instead, we learn a subspace model in a new context space, a deterministic function of an input “part map”, that implicitly encodes correspondence and thus brings the data into alignment. We illustrate the value of this approach by considering two example tasks: structured in-painting and appearance transfer.

This talk is part of the Microsoft Research Cambridge, public talks series.

This talk is included in these lists:

• All Talks (aka the CURE list)
• Auditorium, Microsoft Research Ltd, 21 Station Road, Cambridge, CB1 2FB
• Cambridge Centre for Data-Driven Discovery (C2D3)
• Cambridge talks
• Chris Davis' list
• Guy Emerson's list
• Interested Talks
• Microsoft Research Cambridge, public talks
• Optics for the Cloud
• PMRFPS's
• School of Technology
• Trust & Technology Initiative - interesting events
• bld31
• ndk22's list
• ob366-ai4er
• personal list
• rp587
• yk449

Note that ex-directory lists are not shown.