Efficient optimization for labeling problems with prior information: applications to natural and medical images

Labeling problem, due to its versatile modeling ability, is widely used in various image analysis tasks. In practice, certain prior information is often available to be embedded in the model to increase accuracy and robustness. However, it is not always straightforward to formulate the problem so th...

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Bibliographic Details
Main Author: Bai, Junjie
Other Authors: Wu, Xiaodong, Dr.
Format: Others
Language:English
Published: University of Iowa 2016
Subjects:
Online Access:https://ir.uiowa.edu/etd/3045
https://ir.uiowa.edu/cgi/viewcontent.cgi?article=6389&context=etd