Image analysis for the biological sciences:
Gespeichert in:
Hauptverfasser: | , |
---|---|
Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Chichester [u.a.]
Wiley
1995
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Schriftenreihe: | Statistics in practice
|
Schlagworte: | |
Online-Zugang: | Inhaltsverzeichnis |
Beschreibung: | XI, 218 S. Ill., graph. Darst. |
ISBN: | 0471937266 |
Internformat
MARC
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Datensatz im Suchindex
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adam_text | Image Analysis for the
Biological Sciences
C A Glasbey and G W Horgan
Scottish Agricultural Statistics Service
University of Edinburgh
JOHN WILEY amp; SONS
Chichester • New York • Brisbane • Toronto • Singapore
Contents
Preface ix
Series Preface xi
1 Introduction 1
11 Why use a computer ? 1
111 An example of image analysis 1
112 Human and computer interpretation of images 3
113 Further examples 7
1 2 What are the data? 15
1 3 What does image analysis consist of? 19
1 4 Summary 22
2 Display 23
2 1 Binary display 24
2 2 Grayscale display 25
221 Perception of brightness 25
222 Display enhancement 26
23 Colour display 32
231 The physics and biology of colour 34
232 Fseudocolour 35
233 Direct allocation 36
2 4 Zooming and reduction 39
2 5 Registration 42
2 6 Summary 44
3 Filters 47
3 1 Linear Biters in the spatial domain 49
311 Smoothing 50
312 Edge detection 55
3 2 Linear filters in the frequency domain 60
321 Theory of the Fourier transform 61
322 Filters already considered 65
323 New filters and image restoration 69
3 3 Nonlinear smoothing filters 78
331 Histogram-based filters 78
332 Spatially adaptive filters 83
3 4 Nonlinear edge-detection filters 85
vii
viii Contents
341 Simple edge filters 85
342 Gradient filters 87
3 5 Summary 90
4 Segmentation 93
4 1 Thresholding 95
411 Histogram-based thresholding 97
412 Multivariate classifiers 102
413 Contextual classifiers 107
4 2 Edge-based segmentation 113
4 3 Region-based segmentation 117
4 4 Summary 122
5 Mathematical Morphology 125
5 1 Basic ideas 128
5 2 Operations for size and shape 133
5 3 Operations for connectivity 138
5 4 Operations for texture 142
5 5 Morphology for grayscale images 143
5 6 Summary 152
6 Measurement 153
6 1 Measures of size 155
611 Areas and moments 156
612 Distances, perimeters and diameters 161
6 2 Measures of shape 170
6 3 Boundary statistics 175
6 4 Summary 182
7 Summary of Results 185
Appendix 191
A 1 HARDWARE
AII The central processing unit
A12 The image capture device
A13 The framestore
A14 Image storage
A15 Display
A16 Printing
A 2 SOFTWARE
A21 Choosing software
A22 Software compatibility and image formats
References
Author index
Subject index
|
any_adam_object | 1 |
author | Glasbey, Chris A. Horgan, Graham W. |
author_facet | Glasbey, Chris A. Horgan, Graham W. |
author_role | aut aut |
author_sort | Glasbey, Chris A. |
author_variant | c a g ca cag g w h gw gwh |
building | Verbundindex |
bvnumber | BV010339322 |
callnumber-first | Q - Science |
callnumber-label | QH324 |
callnumber-raw | QH324.2 |
callnumber-search | QH324.2 |
callnumber-sort | QH 3324.2 |
callnumber-subject | QH - Natural History and Biology |
classification_rvk | WC 3420 |
ctrlnum | (OCoLC)299788785 (DE-599)BVBBV010339322 |
dewey-full | 574.0285 |
dewey-hundreds | 500 - Natural sciences and mathematics |
dewey-ones | 574 - [Unassigned] |
dewey-raw | 574.0285 |
dewey-search | 574.0285 |
dewey-sort | 3574.0285 |
dewey-tens | 570 - Biology |
discipline | Biologie |
format | Book |
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id | DE-604.BV010339322 |
illustrated | Illustrated |
indexdate | 2024-07-09T17:50:47Z |
institution | BVB |
isbn | 0471937266 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-006881802 |
oclc_num | 299788785 |
open_access_boolean | |
owner | DE-29T DE-83 |
owner_facet | DE-29T DE-83 |
physical | XI, 218 S. Ill., graph. Darst. |
publishDate | 1995 |
publishDateSearch | 1995 |
publishDateSort | 1995 |
publisher | Wiley |
record_format | marc |
series2 | Statistics in practice |
spelling | Glasbey, Chris A. Verfasser aut Image analysis for the biological sciences C. A. Glasbey and G. W. Horgan Chichester [u.a.] Wiley 1995 XI, 218 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Statistics in practice Bildanalyse (DE-588)4145391-8 gnd rswk-swf Biologie (DE-588)4006851-1 gnd rswk-swf Bildanalyse (DE-588)4145391-8 s Biologie (DE-588)4006851-1 s DE-604 Horgan, Graham W. Verfasser aut HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006881802&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
spellingShingle | Glasbey, Chris A. Horgan, Graham W. Image analysis for the biological sciences Bildanalyse (DE-588)4145391-8 gnd Biologie (DE-588)4006851-1 gnd |
subject_GND | (DE-588)4145391-8 (DE-588)4006851-1 |
title | Image analysis for the biological sciences |
title_auth | Image analysis for the biological sciences |
title_exact_search | Image analysis for the biological sciences |
title_full | Image analysis for the biological sciences C. A. Glasbey and G. W. Horgan |
title_fullStr | Image analysis for the biological sciences C. A. Glasbey and G. W. Horgan |
title_full_unstemmed | Image analysis for the biological sciences C. A. Glasbey and G. W. Horgan |
title_short | Image analysis for the biological sciences |
title_sort | image analysis for the biological sciences |
topic | Bildanalyse (DE-588)4145391-8 gnd Biologie (DE-588)4006851-1 gnd |
topic_facet | Bildanalyse Biologie |
url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006881802&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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