Name: innovations for shape analysis: models and algorithms (en Inglés)
Price: 114.52 USD
Availability: InStock
Author: Breuß, Michael ; Bruckstein, Alfred ; Maragos, Petros
ISBN: 9783642341403

portada innovations for shape analysis: models and algorithms (en Inglés)

innovations for shape analysis: models and algorithms (en Inglés)

Formato

Libro Físico

Ilustrado por

Petros Maragos

Alfred Bruckstein

Editorial

Springer

Autor

Breuß, Michael ; Bruckstein, Alfred ; Maragos, Petros

Año

2013

Idioma

Inglés

N° páginas

496

Encuadernación

Tapa Dura

Dimensiones

23.4 x 16.0 x 3.3 cm

Peso

0.86 kg.

ISBN

3642341403

ISBN13

9783642341403

Categorías

Fundamentos matemáticos
Combinatoria y teoría de grafos
Reconocimiento de formas
Visión por ordenador

innovations for shape analysis: models and algorithms (en Inglés)

Petros Maragos (Ilustrado por) · Alfred Bruckstein (Ilustrado por) · Springer · Tapa Dura

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Reseña del libro "innovations for shape analysis: models and algorithms (en Inglés)"

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.