Image processing and data analysis: the multiscale approach
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| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Cambridge
Cambridge Univ. Press
2005
|
| Edition: | 1. publ., reprint., transferred to digital print. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | X, 287 S. Ill., graph. Darst. - Ill., graph. Darst. |
| ISBN: | 0521590841 0521599148 |
Staff View
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Record in the Search Index
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| adam_text | Contents
Preface
page
ix
1
The wavelet transform
1
1.1
Multiscale methods
1
1.2
The continuous wavelet transform
9
1.3
Examples of wavelet functions
10
1.4
The discrete wavelet transform
13
1.5
Multiresolution based on the median transform
40
1.6
Multiresolution and mathematical morphology
43
2
Multiresolution support and filtering
46
2.1
Noise modeling
46
2.2
Multiresolution support
55
2.3
Filtering
61
2.4
Image comparison using a multiresolution quality
criterion
74
3
Deconvolution
77
3.1
Introduction to deconvolution
77
3.2
Regularization using the multiresolution support
79
3.3
Multiscale entropy and image restoration
90
3.4
Image restoration for aperture synthesis
104
4
ID signals and Euclidean data analysis
120
4.1
Analysis of ID signals: spectral analysis
120
4.2
Wedding the wavelet transform and multivariate data
analysis
131
4.3
The Kohonen self-organizing map in wavelet space
137
4.4
Multiresolution regression and forecasting
145
5
Geometric registration
152
5.1
Image distortions
153
5.2
Geometrical image registration
155
Contents
5.3
Ground control points
158
5.4
Image registration using the wavelet transform
160
5.5
Application
165
5.6
Error analysis
180
5.7
Conclusion on multiscale geometric registration
183
6
Disparity analysis in remote sensing
185
6.1
Definitions
185
6.2
Disparity mapping
188
6.3
Disparity mapping with the wavelet transform
198
6.4
Image registration
202
6.5
Application to real images
202
6.6
Conclusion on disparity analysis
214
7
Image compression
217
7.1
Pyramidal median transform and image compression
218
7.2
Examples and assessments
220
7.3
Image transmission over networks
225
7.4
Conclusion on image compression
229
8
Object detection and point clustering
231
8.1
The problem and the data
231
8.2
Pyramidal median transform and Minkowski
operators
232
8.3
Conclusion on astronomical object detection
235
8.4
Object detection and clustering in point patterns
235
8.5
Conclusion: cluster analysis in constant time
241
9
Multiscale vision models
243
9.1
Artificial vision and astronomical images
243
9.2
Object definition in wavelet transform space
244
9.3
Partial reconstruction
249
9.4
Applications to a real image
256
9.5
Vision models and image classes
260
Appendix A Variance stabilization
263
A.I Mean and variance expansions
263
A.2 Determination of centered moments
264
A.3 Study of the expansions for the variance
265
A.4 Variance-stabilizing transformation
265
Appendix
В
Software information
266
Appendix
С
Acronyms
269
Bibliography
271
Index
286
|
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| id | DE-604.BV035300573 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T21:30:46Z |
| institution | BVB |
| isbn | 0521590841 0521599148 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-017105444 |
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| physical | X, 287 S. Ill., graph. Darst. - Ill., graph. Darst. |
| publishDate | 2005 |
| publishDateSearch | 2005 |
| publishDateSort | 2005 |
| publisher | Cambridge Univ. Press |
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| spelling | Starck, Jean-Luc Verfasser aut Image processing and data analysis the multiscale approach J.-L. Starck ; F. Murtagh ; A. Bijaoui 1. publ., reprint., transferred to digital print. Cambridge Cambridge Univ. Press 2005 X, 287 S. Ill., graph. Darst. - Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Wavelet (DE-588)4215427-3 gnd rswk-swf Mehrskalenanalyse (DE-588)4416235-2 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 s Wavelet (DE-588)4215427-3 s DE-604 Mehrskalenanalyse (DE-588)4416235-2 s Murtagh, Fionn Verfasser aut Bijaoui, Albert Verfasser aut Digitalisierung UB Passau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017105444&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Starck, Jean-Luc Murtagh, Fionn Bijaoui, Albert Image processing and data analysis the multiscale approach Wavelet (DE-588)4215427-3 gnd Mehrskalenanalyse (DE-588)4416235-2 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| subject_GND | (DE-588)4215427-3 (DE-588)4416235-2 (DE-588)4006684-8 |
| title | Image processing and data analysis the multiscale approach |
| title_auth | Image processing and data analysis the multiscale approach |
| title_exact_search | Image processing and data analysis the multiscale approach |
| title_full | Image processing and data analysis the multiscale approach J.-L. Starck ; F. Murtagh ; A. Bijaoui |
| title_fullStr | Image processing and data analysis the multiscale approach J.-L. Starck ; F. Murtagh ; A. Bijaoui |
| title_full_unstemmed | Image processing and data analysis the multiscale approach J.-L. Starck ; F. Murtagh ; A. Bijaoui |
| title_short | Image processing and data analysis |
| title_sort | image processing and data analysis the multiscale approach |
| title_sub | the multiscale approach |
| topic | Wavelet (DE-588)4215427-3 gnd Mehrskalenanalyse (DE-588)4416235-2 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| topic_facet | Wavelet Mehrskalenanalyse Bildverarbeitung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017105444&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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