Kniha Generalized Scale Anant Madabhushi

Generalized Scale

Theory, Algorithms and Applications in Medical Image Analysis

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
1 583
Magnetic Resonance (MR) Imaging (MRI), a non-invasive§method for imaging the human body, has §revolu...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2008
Stránek
176
EAN
9783836473781
ISBN
383647378X
Enbook ID
07003385
Hmotnost
245
Rozměry
152 x 229 x 10

Kompletní popis

Magnetic Resonance (MR) Imaging (MRI), a non-invasive§method for imaging the human body, has §revolutionized medical imaging. MR image processing, §particularly segmentation, and analysis are used §extensively in medical and clinical research for §advancing our understanding and diagnosis of various §human diseases. These efforts face two major §difficulties - the first due to image intensity§inhomogeneity present as a background variation§component, and the second due to the non-standardness§of the MR image intensities. Scale is a fundamental §concept useful in almost all image processing and §analysis tasks. Broadly speaking, scale related work §can be divided into multi-scale representations §(global models) and local scale models. In this §thesis, we present a new morphometric scale model §that we refer to as generalized scale which combines §the properties of local scale models with the global §spirit of multi-scale representations. We contend §that this semi-locally adaptive nature of §generalized scale confers it certain distinct §advantages over other scale formulations, making it §readily applicable to solving several image §processing tasks.

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