Innovations for Shape Analysis: Models and Algorithms Michael Breu

ISBN: 9783642341403

Published: April 17th 2013

Hardcover

496 pages


Description

Innovations for Shape Analysis: Models and Algorithms  by  Michael Breu

Innovations for Shape Analysis: Models and Algorithms by Michael Breu
April 17th 2013 | Hardcover | PDF, EPUB, FB2, DjVu, AUDIO, mp3, ZIP | 496 pages | ISBN: 9783642341403 | 3.75 Mb

The concept of shape is at the heart of image processing and computer vision, yet researchers still have some way to go to replicate the human brains ability to extrapolate meaning from the most basic of outlines. This volume reflects the advancesMoreThe concept of shape is at the heart of image processing and computer vision, yet researchers still have some way to go to replicate the human brains ability to extrapolate meaning from the most basic of outlines.

This volume reflects the advances of the last decade, which have also opened up tough new challenges in image processing. Todays applications require flexible models as well as efficient, mathematically justified algorithms that allow data processing within an acceptable timeframe.Examining important topics in continuous-scale and discrete modeling, as well as in modern algorithms, the book is the product of a key seminar focused on innovations in the field.

It is a thorough introduction to the latest technology, especially given the tutorial style of a number of chapters. It also succeeds in identifying promising avenues for future research. The topics covered include mathematical morphology, skeletonization, statistical shape modeling, continuous-scale shape models such as partial differential equations and the theory of discrete shape descriptors.

Some authors highlight new areas of enquiry such as partite skeletons, multi-component shapes, deformable shape models, and the use of distance fields.Combining the latest theoretical analysis with cutting-edge applications, this book will attract both academics and engineers.



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