GAMES Webinar – June 29, 2017
Discussion
What is a good representation for 3D shapes?
Depends on task
Visual recognition and classification?
Fusing 2D, 2.5D and 3D data?
Structure-aware tasks?
It may not be wise to learn everything from raw
data, despite the feature learning power of DNN
One never learns to understand natural language from
images of characters, but instead works with symbols.
For 3D shapes, graphics people should think
independently
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Multi-view rendering
Volumetric representation
Part representation