Marginal Space Learning for Medical Image Analysis: Efficient Detection and Segmentation of Anatomical Structures

by Yefeng Zheng and Dorin Comaniciu

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Automatic detection and segmentation of anatomical structures in medical images are prerequisites to subsequent image measurements and disease quantification, and therefore have multiple clinical applications. This book presents an efficient object detection and segmentation framework, called Marginal Space Learning, which runs at a sub-second speed on a current desktop computer, faster than the state-of-the-art. Trained with a sufficient number...

Format:Hardcover

Language:English

ISBN:1493905996

ISBN13:9781493905997

Release Date:April 2014

Publisher:Springer

Length:268 Pages

Weight:1.15 lbs.

Dimensions:0.8" x 6.0" x 9.2"

Related Subjects

Computers Computers & Technology Medical Medical Books

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Marginal Space Learning for Medical Image Analysis: Efficient Detection and Segmentation of Anatomical Structures

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