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2-D and 3-D Image Registration for Medical, Remote Sensing, and Industrial Applications

Обложка книги 2-D and 3-D Image Registration for Medical, Remote Sensing, and Industrial Applications

2-D and 3-D Image Registration for Medical, Remote Sensing, and Industrial Applications

A comprehensive resource On The fundamentals and state of the art in image registration This comprehensive book provides the relevant theories and underlying algorithms needed to master the basics of image registration and to discover the cutting-edge techniques used in medical applications, remote sensing, and industrial applications. 2-D and 3-D Image Registration begins with definitions of main terms and then provides a detailed exam-ple of image registration, describing each critical step. Next, preprocessing techniques for image registration are discussed. The core of the text presents coverage of all the key concepts needed to understand, implement,and evaluate various image registration methods. These key methods include: * Feature selection * Feature correspondence * Transformation functions * Evaluation methods * Image fusion * Image mosaicking
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