Analysis of variance in statistical image processing:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Cambridge
Cambridge Univ. Press
1997
|
| Edition: | 1. publ. |
| Subjects: | |
| Online Access: | Publisher description Table of contents Inhaltsverzeichnis |
| Physical Description: | XIII, 210 S. Ill., graph. Darst. |
| ISBN: | 0521581826 |
Staff View
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV011688901 | ||
| 003 | DE-604 | ||
| 005 | 19980623 | ||
| 007 | t | ||
| 008 | 971217s1997 xxkad|| |||| 00||| engod | ||
| 020 | |a 0521581826 |9 0-521-58182-6 | ||
| 035 | |a (OCoLC)34851281 | ||
| 035 | |a (DE-599)BVBBV011688901 | ||
| 040 | |a DE-604 |b ger |e rakddb | ||
| 041 | 0 | |a eng | |
| 044 | |a xxk |c XA-GB | ||
| 049 | |a DE-91G |a DE-384 |a DE-521 |a DE-11 | ||
| 050 | 0 | |a TA1637.K87 1997 | |
| 082 | 0 | |a 621.36/7/01519538 |2 20 | |
| 082 | 0 | |a 621.36/7/01519538 20 | |
| 084 | |a SK 840 |0 (DE-625)143261: |2 rvk | ||
| 084 | |a SK 850 |0 (DE-625)143263: |2 rvk | ||
| 084 | |a DAT 774f |2 stub | ||
| 084 | |a MAT 628f |2 stub | ||
| 100 | 1 | |a Kurz, Ludwik |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Analysis of variance in statistical image processing |c Ludwik Kurz and M. Hafed Benteftifa |
| 250 | |a 1. publ. | ||
| 264 | 1 | |a Cambridge |b Cambridge Univ. Press |c 1997 | |
| 300 | |a XIII, 210 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 4 | |a Analyse de variance | |
| 650 | 4 | |a Traitement d'images - Méthodes statistiques | |
| 650 | 4 | |a Image processing -- Statistical methods | |
| 650 | 4 | |a Analysis of variance | |
| 650 | 0 | 7 | |a Bildverarbeitung |0 (DE-588)4006684-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Varianzanalyse |0 (DE-588)4187413-4 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Bildverarbeitung |0 (DE-588)4006684-8 |D s |
| 689 | 0 | 1 | |a Varianzanalyse |0 (DE-588)4187413-4 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Benteftifa, M. Hafed |e Verfasser |4 aut | |
| 856 | 4 | |u http://www.loc.gov/catdir/description/cam027/96022310.html |3 Publisher description | |
| 856 | 4 | |u http://www.loc.gov/catdir/toc/cam025/96022310.html |3 Table of contents | |
| 856 | 4 | 2 | |m GBV Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007881300&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-007881300 | ||
Record in the Search Index
| _version_ | 1804126225774411776 |
|---|---|
| adam_text | ANALYSIS OF VARIANCE IN STATISTICAL IMAGE PROCESSING LUDWIK KURZ AND M.
HAFED BENTEFTIFA POLYTECHNIC UNIVERSITY CAMBRIDGE UNIVERSITY PRESS
CONTENTS PREFACE XI 1 INTRODUCTION 1 1.1 INTRODUCTORY REMARKS 1 1.2
DECISION MECHANISM IN IMAGE PROCESSING 3 1.2.1 ORGANIZATION OF THE BOOK
4 2 STATISTICAL LINEAR MODELS 7 2.1 INTRODUCTORY REMARKS 7 2.2 LINEAR
MODELS 8 2.2.1 PARAMETER ESTIMATION 8 2.2.2 LINEAR HYPOTHESIS TESTING 10
2.3 ONE-WAY DESIGNS 11 2.4 TWO-WAY DESIGNS 14 2.5 INCOMPLETE DESIGNS 17
2.5.1 LATIN SQUARE DESIGN 17 2.5.2 GRASCO-LATIN SQUARE DESIGN 21 2.5.3
INCOMPLETE BLOCK DESIGN 24 2.6 CONTRAST FUNCTIONS 29 2.6.1 MULTIPLE
COMPARISONS TECHNIQUES 30 2.6.2 SELECTION OF A COMPARISON METHOD 31
2.6.3 ESTIMABLE FUNCTIONS 32 2.6.4 CONFIDENCE ELLIPSOIDS AND CONTRASTS
33 2.7 CONCLUDING REMARKS 34 3 LINE DETECTION 35 3.1 INTRODUCTORY
REMARKS 35 3.2 UNIDIRECTIONAL LINE DETECTORS 36 3.3 BIDIRECTIONAL LINE
DETECTORS 39 3.4 MULTIDIRECTIONAL LINE DETECTORS 44 3.5 MULTIDIRECTIONAL
CONTRAST DETECTORS 46 VN VIII CONTENTS 3.6 MULTIDIRECTIONAL DETECTORS IN
CORRELATED NOISE 50 3.7 TRAJECTORY DETECTION 55 3.7.1 UNIDIRECTIONAL
DETECTORS 55 3.7.2 BIDIRECTIONAL TRAJECTORY DETECTORS 60 3.8
MULTIDIRECTIONAL ADAPTIVE DETECTORS 62 3.9 CONCLUDING REMARKS 65 4 EDGE
DETECTION 66 4.1 INTRODUCTORY REMARKS 66 4.2 EDGE DETECTION METHODOLOGY
67 4.3 UNIDIRECTIONAL EDGE DETECTORS 68 4.4 BIDIRECTIONAL EDGE DETECTORS
70 4.5 MULTIDIRECTIONAL EDGE DETECTORS 71 4.5.1 LATIN SQUARE-BASED
DETECTOR 72 4.5.2 GRASCO-LATIN SQUARE-BASED DETECTOR 76 4.6
MULTIDIRECTIONAL DETECTION IN CORRELATED NOISE 78 4.6.1 SUM OF SQUARES
UNDER Q 78 4.6.2 SUM OF SQUARES UNDER THE HYPOTHESES 80 4.7 EDGE
RECONSTRUCTION 81 4.7.1 METHODOLOGY 81 4.7.2 GRADIENT METHOD 82 4.8
CONCLUDING REMARKS 86 5 OBJECT DETECTION 90 5.1 INTRODUCTORY REMARKS 90
5.2 DETECTION METHODOLOGY 92 5.3 TRANSFORMATION-BASED OBJECT DETECTOR 94
5.3.1 UNCORRELATED DATA CASE 94 5.3.2 CORRELATED DATA CASE 96 5.3.3 SUM
OF SQUARES UNDER 2 97 5.3.4 SUM OF SQUARES UNDER CO A = H A N ! 98
5.3.5 SUM OF SQUARES UNDER W B = H B N Q 99 5.3.6 DETERMINATION OF
BACKGROUND AND TARGET CORRELATION MATRICES 99 5.3.7 BACKGROUND AND
TARGET CORRELATION MATRICES 100 5.3.8 STRUCTURE OF THE PERMUTATION
MATRICES 101 5.3.9 A REDUCED ALGORITHM 101 5.4 PARTITION-BASED OBJECT
DETECTOR 104 5.4.1 IMAGE REPRESENTATION 106 5.5 BASIC REGIONS AND LINEAR
CONTRASTS 108 5.5.1 HISTOGRAM APPROACH 108 5.5.2 LINEAR CONTRASTS 109
5.6 DETECTION PROCEDURE 109 5.6.1 CONTRAST ESTIMATE 110 5.6.2 THRESHOLD
SELECTION 111 5.6.3 CONTRAST DETECTION 111 CONTENTS IX 5.7 ORTHOGONAL
CONTRASTS*AN EXTENSION 112 5.8 FORM-INVARIANT OBJECT DETECTOR 118 5.8.1
INVARIANT REPRESENTATION 119 5.9 CONCLUDING REMARKS 124 A. 1 CONTRAST
CALCULATION 126 A.2 CONTRAST VARIANCE 126 6 IMAGE SEGMENTATION 128 6.1
INTRODUCTION 128 6.2 SEGMENTATION STRATEGY 129 6.3 NESTED DESIGN MODEL
132 6.3.1 GRAY LEVEL IMAGES 133 6.4 LOGICAL PREDICATES 135 6.5 ADAPTIVE
CLASS FORMATION 138 6.5.1 TEST OUTCOMES 139 6.5.2 MERGING STRATEGIES 142
6.6 CONCLUDING REMARKS 143 7 RADIAL MASKS IN LINE AND EDGE DETECTION 147
7.1 INTRODUCTORY REMARKS 147 7.2 RADIAL MASKS IN ONE-WAY ANOVA DESIGN
147 7.3 BOUNDARY DETECTION PROCEDURE 149 7.4 CONTRAST-BASED DETECTORS
USING RADIAL MASKS 151 7.5 POWER CALCULATION 152 7.6 CONCLUDING REMARKS
155 8 PERFORMANCE ANALYSIS 156 8.1 STOCHASTIC APPROXIMATION IN PARAMETER
ESTIMATION 156 8.1.1 REMARKS 156 8.1.2 STOCHASTIC APPROXIMATION VERSUS
CLASSICAL ESTIMATION 157 8.2 STOCHASTIC APPROXIMATION PROCEDURES 159
8.2.1 DETERMINISTIC CASE 159 8.2.2 STOCHASTIC CASE 159 8.2.3 THE SCALAR
VERSION OF THE ROBBINS-MONRO PROCEDURE 162 8.2.4 THE KIEFER-WOLFOWITZ
PROCEDURE 163 8.3 STOCHASTIC APPROXIMATION IN LEAST SQUARE ESTIMATION
165 8.3.1 SCALAR CASE 166 8.3.2 VECTOR CASE 167 8.3.3 SMALL SAMPLE
THEORY 167 8.4 ROBUST RECURSIVE ESTIMATION 169 8.4.1 RANK STATISTIC
PREPROCESSOR 170 8.4.2 HUBER S M-ESTIMATOR 172 8.4.3 ROBUST SAMVLS 173
8.5 AN ILLUSTRATIVE EXAMPLE 174 8.6 POWER CALCULATIONS 176 CONTENTS
8.6.1 F-STATISTIC BASED DETECTORS 176 8.6.2 CONTRAST-BASED DETECTORS 178
8.7 CONCLUDING REMARKS 179 SOME APPROACHES TO IMAGE RESTORATION 181 9.1
INTRODUCTORY REMARKS 181 9.2 EDGE DETECTION PREPROCESSORS 181 9.3 IMAGE
RESTORATION USING LINEAR REGRESSIONS 186 9.4 SUPPRESSION OF SALT AND
PEPPER NOISE 189 9.5 SOME RESULTS 192 9.6 CONCLUDING REMARKS 196
REFERENCES 19 7 INDEX 202
|
| any_adam_object | 1 |
| author | Kurz, Ludwik Benteftifa, M. Hafed |
| author_facet | Kurz, Ludwik Benteftifa, M. Hafed |
| author_role | aut aut |
| author_sort | Kurz, Ludwik |
| author_variant | l k lk m h b mh mhb |
| building | Verbundindex |
| bvnumber | BV011688901 |
| callnumber-first | T - Technology |
| callnumber-label | TA1637 |
| callnumber-raw | TA1637.K87 1997 |
| callnumber-search | TA1637.K87 1997 |
| callnumber-sort | TA 41637 K87 41997 |
| callnumber-subject | TA - General and Civil Engineering |
| classification_rvk | SK 840 SK 850 |
| classification_tum | DAT 774f MAT 628f |
| ctrlnum | (OCoLC)34851281 (DE-599)BVBBV011688901 |
| dewey-full | 621.36/7/01519538 621.36/7/0151953820 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.36/7/01519538 621.36/7/01519538 20 |
| dewey-search | 621.36/7/01519538 621.36/7/01519538 20 |
| dewey-sort | 3621.36 17 71519538 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Informatik Mathematik Elektrotechnik / Elektronik / Nachrichtentechnik |
| edition | 1. publ. |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02026nam a2200517 c 4500</leader><controlfield tag="001">BV011688901</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">19980623 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">971217s1997 xxkad|| |||| 00||| engod</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0521581826</subfield><subfield code="9">0-521-58182-6</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)34851281</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV011688901</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakddb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">xxk</subfield><subfield code="c">XA-GB</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-91G</subfield><subfield code="a">DE-384</subfield><subfield code="a">DE-521</subfield><subfield code="a">DE-11</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">TA1637.K87 1997</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">621.36/7/01519538</subfield><subfield code="2">20</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">621.36/7/01519538 20</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">SK 840</subfield><subfield code="0">(DE-625)143261:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">SK 850</subfield><subfield code="0">(DE-625)143263:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">DAT 774f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MAT 628f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Kurz, Ludwik</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Analysis of variance in statistical image processing</subfield><subfield code="c">Ludwik Kurz and M. Hafed Benteftifa</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">1. publ.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Cambridge</subfield><subfield code="b">Cambridge Univ. Press</subfield><subfield code="c">1997</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XIII, 210 S.</subfield><subfield code="b">Ill., graph. Darst.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Analyse de variance</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Traitement d'images - Méthodes statistiques</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Image processing -- Statistical methods</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Analysis of variance</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Bildverarbeitung</subfield><subfield code="0">(DE-588)4006684-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Varianzanalyse</subfield><subfield code="0">(DE-588)4187413-4</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Bildverarbeitung</subfield><subfield code="0">(DE-588)4006684-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Varianzanalyse</subfield><subfield code="0">(DE-588)4187413-4</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Benteftifa, M. Hafed</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="856" ind1="4" ind2=" "><subfield code="u">http://www.loc.gov/catdir/description/cam027/96022310.html</subfield><subfield code="3">Publisher description</subfield></datafield><datafield tag="856" ind1="4" ind2=" "><subfield code="u">http://www.loc.gov/catdir/toc/cam025/96022310.html</subfield><subfield code="3">Table of contents</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">GBV Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007881300&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-007881300</subfield></datafield></record></collection> |
| id | DE-604.BV011688901 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T18:14:05Z |
| institution | BVB |
| isbn | 0521581826 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007881300 |
| oclc_num | 34851281 |
| open_access_boolean | |
| owner | DE-91G DE-BY-TUM DE-384 DE-521 DE-11 |
| owner_facet | DE-91G DE-BY-TUM DE-384 DE-521 DE-11 |
| physical | XIII, 210 S. Ill., graph. Darst. |
| publishDate | 1997 |
| publishDateSearch | 1997 |
| publishDateSort | 1997 |
| publisher | Cambridge Univ. Press |
| record_format | marc |
| spelling | Kurz, Ludwik Verfasser aut Analysis of variance in statistical image processing Ludwik Kurz and M. Hafed Benteftifa 1. publ. Cambridge Cambridge Univ. Press 1997 XIII, 210 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Analyse de variance Traitement d'images - Méthodes statistiques Image processing -- Statistical methods Analysis of variance Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Varianzanalyse (DE-588)4187413-4 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 s Varianzanalyse (DE-588)4187413-4 s DE-604 Benteftifa, M. Hafed Verfasser aut http://www.loc.gov/catdir/description/cam027/96022310.html Publisher description http://www.loc.gov/catdir/toc/cam025/96022310.html Table of contents GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007881300&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Kurz, Ludwik Benteftifa, M. Hafed Analysis of variance in statistical image processing Analyse de variance Traitement d'images - Méthodes statistiques Image processing -- Statistical methods Analysis of variance Bildverarbeitung (DE-588)4006684-8 gnd Varianzanalyse (DE-588)4187413-4 gnd |
| subject_GND | (DE-588)4006684-8 (DE-588)4187413-4 |
| title | Analysis of variance in statistical image processing |
| title_auth | Analysis of variance in statistical image processing |
| title_exact_search | Analysis of variance in statistical image processing |
| title_full | Analysis of variance in statistical image processing Ludwik Kurz and M. Hafed Benteftifa |
| title_fullStr | Analysis of variance in statistical image processing Ludwik Kurz and M. Hafed Benteftifa |
| title_full_unstemmed | Analysis of variance in statistical image processing Ludwik Kurz and M. Hafed Benteftifa |
| title_short | Analysis of variance in statistical image processing |
| title_sort | analysis of variance in statistical image processing |
| topic | Analyse de variance Traitement d'images - Méthodes statistiques Image processing -- Statistical methods Analysis of variance Bildverarbeitung (DE-588)4006684-8 gnd Varianzanalyse (DE-588)4187413-4 gnd |
| topic_facet | Analyse de variance Traitement d'images - Méthodes statistiques Image processing -- Statistical methods Analysis of variance Bildverarbeitung Varianzanalyse |
| url | http://www.loc.gov/catdir/description/cam027/96022310.html http://www.loc.gov/catdir/toc/cam025/96022310.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007881300&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT kurzludwik analysisofvarianceinstatisticalimageprocessing AT benteftifamhafed analysisofvarianceinstatisticalimageprocessing |