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Digital Signal Processing for Medical Imaging Using Matlab

Kataloginformation Katalogdatensatz500177169 .

Kataloginformation
Feldname	Details
Vorliegende Sprache	eng
Hinweise auf parallele Ausgaben	42933723X Buchausg. u.d.T.: ‡Gopi, E. S.: Digital signal processing for medical imaging using Matlab
ISBN	978-1-4614-3139-8
Name	Gopi, E. S.
T I T E L	Digital Signal Processing for Medical Imaging Using Matlab
Verlagsort	New York, NY
Verlag	Springer
Erscheinungsjahr	2013
Erscheinungsjahr	2013
Umfang	Online-Ressource (XIII, 112 p. 55 illus, digital)
Reihe	SpringerLink. Bücher
Notiz / Fußnoten	Description based upon print version of record
Weiterer Inhalt	Digital Signal Processing for Medical Imaging Using Matlab; Preface; Acknowledgments; Contents; 1 Radon Transformation; 1.1 Introduction to Computed Tomography (CT); 1.2 Parallel Beam Projection; 1.2.1 Discrete Realization of (1.15); 1.2.2 List of Figs.1.1 to 1.11 in Terms of the Notations Used; 1.3 Fanbeam Projection; 1.3.1 Relationship Between Parallel Beam and Fanbeam Projection; 1.3.2 Discrete Realization of (1.25); 1.3.3 List of Figs.1.12 to 1.25 in Terms of the Notations Used; 2 Magnetic Resonance Imaging; 2.1 Bloch Equation; 2.2 Comment on the Equations 2.8--2.10. 2.3 The Larmor Frequency and the Tip Angle α2.3.1 Disturbance to obtain Non-Zero α Value; 2.3.2 Observation on (2.22) and (2.25); 2.4 Trick on MRI; 2.5 Selecting the Human Slice and the Corresponding External RF Pulse; 2.5.1 Summary of the Section2.5; 2.6 Measurement of the Transverse Component Using the Receiver Antenna; 2.6.1 Observation on (2.47)--(2.50); 2.6.2 Receiver to Receive the Transverse Component; 2.7 Sampling the MRI Image in the Frequency Domain; 2.8 Practical Difficulties and Remedies in MRI; 2.8.1 Proton-Density MRI Image using Gradient Echo. 2.8.2 T2 MRI Image Using Spin--Echo and Carteisian Scanning2.8.3 T2 MRI Image Using Spin--Echo and Polar Scanning; 2.8.4 T1 MRI Image; 3 Illustrations on MRI Techniques Using Matlab; 3.1 Illustration on the Steps Involved in Obtaining Proton-Density MRI Image; 3.1.1 Proton-Density MRI Imaging; 3.2 Illustrtion on the Steps Involved in Obtaining the T2 MRI Image Using Cartesian Scanning; 3.2.1 Note to the Fig.3.4; 3.2.2 Momentary Peak Due to Spin Echo; 3.3 Illustration on the Steps Involved in Obtaining the T2 MRI Image Using Polar Scanning; 3.3.1 Reconstructing f(x,y) from G(r,θ). 3.4 Illustration on the Steps Involved in Obtaining the T1 MRI Image3.4.1 t1.m; 4 Medical Image Processing; 4.1 Summary on the Various Medical Imaging Techniques; 4.2 Image Enhancement; 4.2.1 Logirthmic Display; 4.2.2 Non-Linear Filtering; 4.2.3 Image Substraction; 4.2.4 Linear Filterering and the Hankel Transformation; 4.2.5 Histogram Equalization; 4.2.6 Histogram Specification; 4.3 Image Compression; 4.3.1 Discrete Cosine Transformation (DCT); 4.3.2 Using KL-Transformation; 4.4 Feature Extraction and Classification; 4.4.1 Using Discrete Wavelet Transformation. 4.4.2 Dimensionality Reduction Using Principal Component Analysis (PCA)4.4.3 Dimensionality Reduction Using Linear Discriminant Analysis (LDA); 4.4.4 Dimensionality Reduction Using Kernel-Linear Discriminant Analysis (K-LDA); Appendix A Solving Bloch Equation with ADvsincðDvtÞEnvelope; Appendix B Projection Techniques; Appendix C Hankel Transformation; Appendix D List of m-Files; Index;
Titelhinweis	Buchausg. u.d.T.: ‡Gopi, E. S.: Digital signal processing for medical imaging using Matlab
ISBN	ISBN 978-1-4614-3140-4
	ISBN 1-283-62247-5 ebk
	ISBN 978-1-283-62247-9 : ebk
Klassifikation	TTBM
	UYS
	TEC008000
	COM073000
	*92C55
	92-01
	92-04
	621.382
	TK5102.9
	TA1637-1638
	TK7882.S65
	ST 601
Kurzbeschreibung	This book describes medical imaging systems, such as X-ray, Computed tomography, MRI, etc. from the point of view of digital signal processing. Readers will see techniques applied to medical imaging such as Radon transformation, image reconstruction, image rendering, image enhancement and restoration, and more. This book also outlines the physics behind medical imaging required to understand the techniques being described. The presentation is designed to be accessible to beginners who are doing research in DSP for medical imaging. Matlab programs and illustrations are used wherever possible to reinforce the concepts being discussed.
1. Schlagwortkette	Digitale Signalverarbeitung
	Bildverarbeitung
	Medizin
	MATLAB
SWB-Titel-Idn	373497431
Signatur	Springer E-Book
Bemerkungen	Elektronischer Volltext - Campuslizenz
Elektronische Adresse	$uhttp://dx.doi.org/10.1007/978-1-4614-3140-4
Internetseite / Link	Volltext
Siehe auch	Volltext
Siehe auch	Cover
Siehe auch	Inhaltstext

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