Geometric Methods in Bio-Medical Image Processing
(Sprache: Englisch)
Visualization has become increasingly important for many types of biomedial applications. This book collects the latest results in the development of visualization methods in this field.
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Visualization has become increasingly important for many types of biomedial applications. This book collects the latest results in the development of visualization methods in this field.
Klappentext zu „Geometric Methods in Bio-Medical Image Processing “
showcleverapplicationsinvesseldetectionin3Dmedicaldata. Finally,in Chapter7,A. Sarti,K. Mikula,F. Sgallari,andC. Lamberti,describean- linearmodelfor?lteringtimevarying3Dmedicaldataandshowimpressive resultsinbothultrasoundandechoimages. IoweadebtofgratitudetoClaudioLambertiandAlessandroSartifor invitingmetoBologna,andlogisticalsupportfortheconference. Ithank thecontributingauthorsfortheirenthusiasmand?exibility,theSpringer mathematicseditorMartinPetersforhisoptimismandpatience,andJ. A. Sethianforhisunfailingsupport,goodhumor,andguidancethroughthe years. Berkeley,California R. Malladi October,2001 Contents 1 FastMethodsforShapeExtractioninMedicaland BiomedicalImaging. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 R. Malladi,J. A. Sethian 1. 1Introduction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1. 2TheFastMarchingMethod. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1. 3ShapeRecoveryfromMedicalImages. . . . . . . . . . . . . . . . . . . . . . . . . . 6 1. 4Results. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 2 AGeometricModelforImageAnalysisinCytology. . . . . . . 19 C. OrtizdeSolorzano,R. Malladi,,S. J. Lockett 2. 1Introduction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19 2. 2GeometricModelforImageAnalysis. . . . . . . . . . . . . . . . . . . . . . . . . . . 20 2. 3SegmentationofNuclei. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22 2. 4SegmentationofNucleiandCellsUsingMembrane-RelatedProtein Markers. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31 2. 5Conclusions. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Inhaltsverzeichnis zu „Geometric Methods in Bio-Medical Image Processing “
1 Fast Methods for Shape Extraction in Medical and Biomedical Imaging1.1 Introduction
1.2 The Fast Marching Method
1.3 Shape Recovery from Medical Images
1.4 Results
- References
2 A Geometric Model for Image Analysis in Cytology
2.1 Introduction
2.2 Geometric Model for Image Analysis
2.3 Segmentation of Nuclei
2.4 Segmentation of Nuclei and Cells Using Membrane-Related Protein Markers
2.5 Conclusions
- References
3 Level Set Models for Analysis of 2D and 3D Echocardiographic Data
3.1 Introduction
3.2 The Geometric Evolution Equation
3.3 The Shock-Type Filtering
3.4 Shape Extraction
3.5 2D Echocardiography
3.6 2D + time Echocardiography
3.7 3D Echocardiography
3.8 3D + time Echocardiography
3.9 Conclusions
- References
4 Active Contour and Segmentation Models using Geometric PDE's for Medical Imaging
4.1 Introduction
4.2 Description of the Models
4.3 Applications to Bio-Medical Images
4.4 Concluding Remarks
- References
5 Spherical Flattening of the Cortex Surface
5.1 Introduction
5.2 Fast Marching Method on Triangulated Domains
5.3 Multi-Dimensional Scaling
5.4 Cortex Unfolding
5.5 Conclusions
- References
6 Grouping Connected Components using Minimal Path Techniques
6.1 Introduction
6.2 Minimal Paths in 2D and 3D
6.3 Finding Contours from a Set of Connected Components Rk
6.4 Finding a Set of Paths in a 3D Image
6.5 Conclusion
- References
7 Nonlinear Multiscale Analysis Models for Filtering of 3D + Time Biomedical Images
7.1 Introduction
7.2 Nonlinear Diffusion Equations for Processing of 2D and 3D Still*Images
7.3 Space-Time Filtering Nonlinear Diffusion Equations
7.4 Numerical Algorithm
7.5 Discussion on Numerical Experiments
7.6 Preconditioning and Solving of Linear Systems
- References
- Appendix. Color Plates
Bibliographische Angaben
- 2002, 147 Seiten, Maße: 16 x 24,1 cm, Gebunden, Englisch
- Herausgegeben:Malladi, Ravikanth
- Herausgegeben: Ravikanth Malladi
- Verlag: Springer
- ISBN-10: 3540432167
- ISBN-13: 9783540432166
- Erscheinungsdatum: 23.04.2002
Sprache:
Englisch
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