Computing Science, School of

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The Optimizability-Fidelty Trade-Off in Image Analysis

Author: 
Peer reviewed: 
No, item is not peer reviewed.
Date created: 
2011-09-01
Abstract: 

Image analysis problems (e.g. segmentation and registration) are typically formulated in an optimization framework (energy-minimization). In this work, I present two important recurring questions: What to optimize and how to optimize and expose the resulting tradeoffs between the fidelity (of the domain and range) of the objective function and its optimizability.

Document type: 
Video