Kniha An Analytic Approach To Tensor Scale Ziyue Xu

An Analytic Approach To Tensor Scale

Basics, Computation and Applications

Autor: Ziyue Xu
Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
1 162
Scale is a widely used notion in medical image analysis that evolved in the form of scale-space theo...

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2012
Stránek
132
EAN
9783659257957
Enbook ID
07159335
Hmotnost
213
Rozměry
150 x 220 x 8

Kompletní popis

Scale is a widely used notion in medical image analysis that evolved in the form of scale-space theory where the key idea is to represent and analyze an image at various resolutions. Recently, a notion of local morphometric scale referred to as "tensor scale" was introduced using an ellipsoidal model that yields a unified representation of structure size, orientation and anisotropy. In the previous work, tensor scale was described using a 2-D algorithmic approach and a precise analytic definition was missing. Also, with previous framework, 3-D application is not practical due to computational complexity. This book, therefore, establishes an analytic definition of tensor scale in n-dimensional (n-D) images, provides an efficient computational solution for 2- and 3-D images and investigates its role in various medical imaging applications including image interpolation, filtering, and segmentation.

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