AHA-BUCH

Variational and Level Set Methods in Image Segmentation

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ISBN-13:
9783642153518
Einband:
Buch
Erscheinungsdatum:
01.11.2010
Seiten:
190
Autor:
Amar Mitiche
Gewicht:
441 g
Format:
244x164x17 mm
Serie:
5, Springer Topics in Signal Processing
Sprache:
Englisch
Beschreibung:

Image segmentation is used in a wide range of useful applications such as remote sensing, medicine, robotics, database search, and security. The text provides an overview of level set methods for image and image sequence segmentation.
Introduction.- Image Segmentation.- Image Models.- Optical Flow Estimation.- Joint Optical Flow Estimation and Segmentation.- Optical Flow 3D segmentation.- Appendix.
A fundamental problem in computer vision, image segmentation serves many useful applications such as remote sensing, medicine, robotics, database search, and security. This book describes level set methods for image and image sequence segmentation. Chapter 1 contains an overview. The basic two-region static image segmentation formulations and generalizations to multiple regions are described in Chapter 2. Segmentation of images with specific statistical models is treated next (Chapter 3). The remaining chapters deal with the segmentation of optical flow in image sequences. Variational optical flow estimation is treated in Chapter 4, followed by joint optical flow estimation and segmentation in Chapter 5. The final chapter describes optical flow three-dimensional interpretation and segmentation.

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