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portada innovations for shape analysis: models and algorithms
Type
Physical Book
Illustrated by
Publisher
Author
Year
2013
Language
English
Pages
496
Format
Hardcover
Dimensions
23.4 x 16.0 x 3.3 cm
Weight
0.86 kg.
ISBN
3642341403
ISBN13
9783642341403
Categories

innovations for shape analysis: models and algorithms

Petros Maragos (Illustrated by) · Alfred Bruckstein (Illustrated by) · Springer · Hardcover

innovations for shape analysis: models and algorithms - Breuß, Michael ; Bruckstein, Alfred ; Maragos, Petros

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Synopsis "innovations for shape analysis: models and algorithms"

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 brain's 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. Today's 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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