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

by Yefeng Zheng and Dorin Comaniciu

Book Overview

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"