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2-D and 3-D image registration for medical, remote sensing, and industrial applications [[electronic resource] /] / A. Ardeshir Goshtasby
2-D and 3-D image registration for medical, remote sensing, and industrial applications [[electronic resource] /] / A. Ardeshir Goshtasby
Autore Goshtasby Ardeshir
Pubbl/distr/stampa Hoboken, NJ, : J. Wiley & Sons, c2005
Descrizione fisica 1 online resource (280 p.)
Disciplina 621.36/7
Soggetto topico Image processing - Digital techniques
Image analysis - Data processing
ISBN 1-280-53983-6
9786610539833
0-470-30899-0
0-471-72427-0
0-471-72426-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 2-D and 3-D Image Registration; Contents; Preface; Acknowledgments; Acronyms; 1 Introduction; 1.1 Terminologies; 1.2 Steps in Image Registration; 1.3 Summary of the Chapters to Follow; 1.4 Bibliographical Remarks; 2 Preprocessing; 2.1 Image Enhancement; 2.1.1 Image smoothing; 2.1.2 Deblurring; 2.2 Image Segmentation; 2.2.1 Intensity thresholding; 2.2.2 Boundary detection; 2.3 Summary; 2.4 Bibliographical Remarks; 3 Feature Selection; 3.1 Points; 3.2 Lines; 3.2.1 Line detection using the Hough transform; 3.2.2 Least-squares line fitting; 3.2.3 Line detection using image gradients; 3.3 Regions
3.4 Templates3.5 Summary; 3.6 Bibliographical Remarks; 4 Feature Correspondence; 4.1 Point Pattern Matching; 4.1.1 Matching using scene coherence; 4.1.2 Matching using clustering; 4.1.3 Matching using invariance; 4.2 Line Matching; 4.3 Region Matching; 4.3.1 Shape matching; 4.3.2 Region matching by relaxation labeling; 4.4 Chamfer Matching; 4.4.1 Distance transform; 4.5 Template Matching; 4.5.1 Similarity measures; 4.5.2 Gaussian-weighted templates; 4.5.3 Template size; 4.5.4 Coarse-to-fine methods; 4.6 Summary; 4.7 Bibliographical Remarks; 5 Transformation Functions
5.1 Similarity Transformation5.2 Projective and Affine Transformations; 5.3 Thin-Plate Spline; 5.4 Multiquadric; 5.5 Weighted Mean Methods; 5.6 Piecewise Linear; 5.7 Weighted Linear; 5.8 Computational Complexity; 5.9 Properties of the Transformation Functions; 5.10 Summary; 5.11 Bibliographical Remarks; 6 Resampling; 6.1 Nearest Neighbor; 6.2 Bilinear Interpolation; 6.3 Cubic Convolution; 6.4 Cubic Spline; 6.5 Radially Symmetric Kernels; 6.6 Summary; 6.7 Bibliographical Remarks; 7 Performance Evaluation; 7.1 Feature Selection Performance; 7.2 Feature Correspondence Performance
7.3 Transformation Function Performance7.4 Registration Performance; 7.5 Summary; 7.6 Bibliographical Remarks; 8 Image Fusion; 8.1 Fusing Multi-Exposure Images; 8.1.1 Image blending; 8.1.2 Examples; 8.2 Fusing Multi-Focus Images; 8.3 Summary; 8.4 Bibliographical Remarks; 9 Image Mosaicking; 9.1 Problem Description; 9.2 Determining the Global Transformation; 9.3 Blending Image Intensities; 9.4 Examples; 9.5 Mosaicking Range Images; 9.6 Evaluation; 9.7 Summary; 9.8 Bibliographical Remarks; 10 Stereo Depth Perception; 10.1 Stereo Camera Geometry; 10.2 Camera Calibration; 10.3 Image Rectification
10.4 The Correspondence Process10.4.1 Constraints in stereo; 10.4.2 Correspondence algorithms; 10.5 Interpolation; 10.6 Summary; 10.7 Bibliographical Remarks; Glossary; References; Index
Record Nr. UNINA-9910143565203321
Goshtasby Ardeshir  
Hoboken, NJ, : J. Wiley & Sons, c2005
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
2-D and 3-D image registration for medical, remote sensing, and industrial applications [[electronic resource] /] / A. Ardeshir Goshtasby
2-D and 3-D image registration for medical, remote sensing, and industrial applications [[electronic resource] /] / A. Ardeshir Goshtasby
Autore Goshtasby Ardeshir
Edizione [1st ed.]
Pubbl/distr/stampa Hoboken, NJ, : J. Wiley & Sons, c2005
Descrizione fisica 1 online resource (280 p.)
Disciplina 621.36/7
Soggetto topico Image processing - Digital techniques
Image analysis - Data processing
ISBN 1-280-53983-6
9786610539833
0-470-30899-0
0-471-72427-0
0-471-72426-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 2-D and 3-D Image Registration; Contents; Preface; Acknowledgments; Acronyms; 1 Introduction; 1.1 Terminologies; 1.2 Steps in Image Registration; 1.3 Summary of the Chapters to Follow; 1.4 Bibliographical Remarks; 2 Preprocessing; 2.1 Image Enhancement; 2.1.1 Image smoothing; 2.1.2 Deblurring; 2.2 Image Segmentation; 2.2.1 Intensity thresholding; 2.2.2 Boundary detection; 2.3 Summary; 2.4 Bibliographical Remarks; 3 Feature Selection; 3.1 Points; 3.2 Lines; 3.2.1 Line detection using the Hough transform; 3.2.2 Least-squares line fitting; 3.2.3 Line detection using image gradients; 3.3 Regions
3.4 Templates3.5 Summary; 3.6 Bibliographical Remarks; 4 Feature Correspondence; 4.1 Point Pattern Matching; 4.1.1 Matching using scene coherence; 4.1.2 Matching using clustering; 4.1.3 Matching using invariance; 4.2 Line Matching; 4.3 Region Matching; 4.3.1 Shape matching; 4.3.2 Region matching by relaxation labeling; 4.4 Chamfer Matching; 4.4.1 Distance transform; 4.5 Template Matching; 4.5.1 Similarity measures; 4.5.2 Gaussian-weighted templates; 4.5.3 Template size; 4.5.4 Coarse-to-fine methods; 4.6 Summary; 4.7 Bibliographical Remarks; 5 Transformation Functions
5.1 Similarity Transformation5.2 Projective and Affine Transformations; 5.3 Thin-Plate Spline; 5.4 Multiquadric; 5.5 Weighted Mean Methods; 5.6 Piecewise Linear; 5.7 Weighted Linear; 5.8 Computational Complexity; 5.9 Properties of the Transformation Functions; 5.10 Summary; 5.11 Bibliographical Remarks; 6 Resampling; 6.1 Nearest Neighbor; 6.2 Bilinear Interpolation; 6.3 Cubic Convolution; 6.4 Cubic Spline; 6.5 Radially Symmetric Kernels; 6.6 Summary; 6.7 Bibliographical Remarks; 7 Performance Evaluation; 7.1 Feature Selection Performance; 7.2 Feature Correspondence Performance
7.3 Transformation Function Performance7.4 Registration Performance; 7.5 Summary; 7.6 Bibliographical Remarks; 8 Image Fusion; 8.1 Fusing Multi-Exposure Images; 8.1.1 Image blending; 8.1.2 Examples; 8.2 Fusing Multi-Focus Images; 8.3 Summary; 8.4 Bibliographical Remarks; 9 Image Mosaicking; 9.1 Problem Description; 9.2 Determining the Global Transformation; 9.3 Blending Image Intensities; 9.4 Examples; 9.5 Mosaicking Range Images; 9.6 Evaluation; 9.7 Summary; 9.8 Bibliographical Remarks; 10 Stereo Depth Perception; 10.1 Stereo Camera Geometry; 10.2 Camera Calibration; 10.3 Image Rectification
10.4 The Correspondence Process10.4.1 Constraints in stereo; 10.4.2 Correspondence algorithms; 10.5 Interpolation; 10.6 Summary; 10.7 Bibliographical Remarks; Glossary; References; Index
Record Nr. UNINA-9910824568403321
Goshtasby Ardeshir  
Hoboken, NJ, : J. Wiley & Sons, c2005
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Theory and applications of image registration / / Arthur Ardeshir Goshtasby
Theory and applications of image registration / / Arthur Ardeshir Goshtasby
Autore Goshtasby Ardeshir
Pubbl/distr/stampa Hoboken, New Jersey : , : Wiley, , 2017
Descrizione fisica 1 online resource
Disciplina 006.6
Soggetto topico Image registration
ISBN 1-119-17173-3
1-119-17172-5
1-119-17174-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Image orientation detection -- Feature point detection -- Feature line detection -- Finding homologous points -- Finding homologous lines -- Nonrigid image registration -- Volume image registration -- Validation methods -- Video image registration -- Multitemporal image registration -- Open problems and research topics.
Record Nr. UNINA-9910270900603321
Goshtasby Ardeshir  
Hoboken, New Jersey : , : Wiley, , 2017
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Theory and applications of image registration / / Arthur Ardeshir Goshtasby
Theory and applications of image registration / / Arthur Ardeshir Goshtasby
Autore Goshtasby Ardeshir
Pubbl/distr/stampa Hoboken, New Jersey : , : Wiley, , 2017
Descrizione fisica 1 online resource
Disciplina 006.6
Soggetto topico Image registration
ISBN 1-119-17173-3
1-119-17172-5
1-119-17174-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Image orientation detection -- Feature point detection -- Feature line detection -- Finding homologous points -- Finding homologous lines -- Nonrigid image registration -- Volume image registration -- Validation methods -- Video image registration -- Multitemporal image registration -- Open problems and research topics.
Record Nr. UNINA-9910811578303321
Goshtasby Ardeshir  
Hoboken, New Jersey : , : Wiley, , 2017
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui