2-D and 3-D Image Registration: for Medical, Remote Sensing, and Industrial Applications

281 Pages·2005·5.03 MB·English

by  A. Ardeshir Goshtasby

2-D and 3-D
Image Registration
for Medical, Remote Sensing,
and Industrial Applications
A. ArdeshirGoshtasby
A John Wiley & Sons, Inc., Publication

2-D and 3-D
Image Registration

2-D and 3-D
Image Registration
for Medical, Remote Sensing,
and Industrial Applications
A. ArdeshirGoshtasby
A John Wiley & Sons, Inc., Publication
Copyright(cid:1)c 2005byJohnWiley&Sons,Inc.Allrightsreserved.
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LibraryofCongressCataloging-in-PublicationData:
Goshtasby,Ardeshir.
2-Dand3-Dimageregistrationformedical,remotesensing,andindustrialapplications/
A.ArdeshirGoshtasby.
p.cm.
“Wiley-Intersciencepublication.”
Includesbibliographicalreferencesandindex.
ISBN0-471-64954-6(cloth:alk.paper)
1.Imageprocessing–Digitaltechniques.2.Imageanalysis–Dataprocessing.I.Title.
TA1637.G682005
621.36’7–dc22
2004059083
PrintedintheUnitedStatesofAmerica
10987654321
To My Parents
and Mariko and Parviz

Contents
Preface xi
Acknowledgments xiii
Acronyms xv
1 Introduction 1
1.1 Terminologies 3
1.2 StepsinImageRegistration 4
1.3 SummaryoftheChaptersto Follow 5
1.4 BibliographicalRemarks 5
2 Preprocessing 7
2.1 ImageEnhancement 7
2.1.1 Imagesmoothing 7
2.1.2 Deblurring 11
2.2 ImageSegmentation 15
2.2.1 Intensitythresholding 15
2.2.2 Boundarydetection 17
2.3 Summary 39
vii