Some Research Topics for Prospective MS and PhD Students Shape Understanding Sketch-based Scene Composition 3D Scene Labeling Facial Performance Capture 3D Printing Virtual Medicine
1) Shape Understanding
2) Sketch-based Scene Composition
3) 3D Scene Labeling
4) Facial Performance Capture
5) 3D Printing
6) Virtual Medicine
7) More Topics on my Grad Course: Digital Geometry Processing
Also check out my presentation on active research topics:
[pdf] [ppt] [video]
Apps: Video games, virtual shopping, medical apps, industrial simulations, documentation of cultural artifacts, etc.
Conventional approach: Analyze based on geometric or topological features computed directly from the shape itself.
Innovative approach: Analyze based on how external agents interact with the shape.
Conventional approach: Shape correspondence between a pair of shapes in isolation.
Innovative approach: Shape correspondence over multiple shapes at once using contextual info.
Conventional approach: Shape interpolation on geometric level.
Innovative approach: Shape interpolation on geometric and topologic level, possibly data-driven.
Apps: Video games, movies, education, etc.
Conventional approach: Match 3D shapes with 2D sketches by projecting the shapes to 2D.
Innovative approach: Match 3D shapes with 2D sketches by implicitly lifting the sketches to 3D.
Apps: Robotics, games, movies, etc.
Conventional approach: Analyze scene by recognizing one object at a time.
Innovative approach: Analyze scene by exploiting the interactions between the constituent objects.
Apps: Video games, enhanced instant messaging, education, etc.
Conventional approach: Register a template to the user's face using prior knowledge.
Innovative approach: Register a template to the user's face without prior knowledge.
Apps: Industry, architecture, medical apps, etc.
Conventional approach: Follow paths to achieve numerical continuation.
Innovative approach: Apply physically-based animation techniques here.
Apps: Medical applications.
Conventional approach: Register dense medical images directly to each other.
Innovative approach: Register dense medical images through a compact intermediate space.
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