Multi-source data fusion and image compression in urban remote sensing:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Aachen
Shaker
2001
|
| Series: | Geodäsie
10 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Zugl.: Karlsruhe, Univ., Diss., 2001 |
| Physical Description: | XIII, 130 S. Ill., graph. Darst., Kt. |
| ISBN: | 382659312X |
Staff View
MARC
| LEADER | 00000nam a22000008cb4500 | ||
|---|---|---|---|
| 001 | BV013901938 | ||
| 003 | DE-604 | ||
| 005 | 20020321 | ||
| 007 | t | ||
| 008 | 010828s2001 gw abd| m||| 00||| eng d | ||
| 016 | 7 | |a 962226122 |2 DE-101 | |
| 020 | |a 382659312X |9 3-8265-9312-X | ||
| 035 | |a (OCoLC)50486643 | ||
| 035 | |a (DE-599)BVBBV013901938 | ||
| 040 | |a DE-604 |b ger |e rakddb | ||
| 041 | 0 | |a eng | |
| 044 | |a gw |c DE | ||
| 049 | |a DE-703 | ||
| 050 | 0 | |a G70.212 | |
| 084 | |a RE 25232 |0 (DE-625)142267:12666 |2 rvk | ||
| 100 | 1 | |a Kiema, John Bosco Kyalo |d 1968- |e Verfasser |0 (DE-588)123269806 |4 aut | |
| 245 | 1 | 0 | |a Multi-source data fusion and image compression in urban remote sensing |c John Bosco Kyalo Kiema |
| 264 | 1 | |a Aachen |b Shaker |c 2001 | |
| 300 | |a XIII, 130 S. |b Ill., graph. Darst., Kt. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Geodäsie |v 10 | |
| 500 | |a Zugl.: Karlsruhe, Univ., Diss., 2001 | ||
| 650 | 4 | |a Geographic information systems | |
| 650 | 4 | |a Urban geography |x Remote sensing | |
| 650 | 0 | 7 | |a Datenkompression |0 (DE-588)4121121-2 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Fernerkundung |0 (DE-588)4016796-3 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Datenauswertung |0 (DE-588)4131193-0 |2 gnd |9 rswk-swf |
| 651 | 7 | |a Karlsruhe |0 (DE-588)4029713-5 |2 gnd |9 rswk-swf | |
| 655 | 7 | |0 (DE-588)4113937-9 |a Hochschulschrift |2 gnd-content | |
| 689 | 0 | 0 | |a Karlsruhe |0 (DE-588)4029713-5 |D g |
| 689 | 0 | 1 | |a Fernerkundung |0 (DE-588)4016796-3 |D s |
| 689 | 0 | 2 | |a Datenauswertung |0 (DE-588)4131193-0 |D s |
| 689 | 0 | 3 | |a Datenkompression |0 (DE-588)4121121-2 |D s |
| 689 | 0 | |5 DE-604 | |
| 830 | 0 | |a Geodäsie |v 10 |w (DE-604)BV013654929 |9 10 | |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009513984&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-009513984 | |
Record in the Search Index
| _version_ | 1808046100899168256 |
|---|---|
| adam_text |
CONTENTS
ABSTRACT
III
ZUSAMMENFASSUNG
V
ACKNOWLEDGEMENT
.
VII
DEDICATION
.
VIII
1.
MOTIVATION
1
1.1
MAPS
AND
THE
NEED
FOR
MAP
REVISION
.
1
1.2
BASIC
ISSUES
IN
MAP
REVISION
.
2
1.2.1
USER
REQUIREMENTS
.
3
1.2.2
GEOSPATIAL
DATA
.
4
1.2.3
AUTOMATION
.
6
1.2.4
VISUALISATION
.
7
1.3
STATEMENT
OF
THE
PROBLEM
.
9
1.4
OUTLINE
OF
THE
REPORT
.
10
2.
MAPPING
SENSORS
12
2.1
SENSOR
PERFORMANCE
CHARACTERISTICS
.
12
2.2
REVIEW
OF
DEVELOPMENT
IN
MAPPING
SENSORS
.
13
2.2.1
GENERAL
REMARKS
.
13
2.2.2
FACTORS
INFLUENCING
DEVELOPMENT
.
15
2.3
HIGH-RESOLUTION
COMMERCIAL
SENSORS
.
16
2.3.1
THE
NEED
FOR
HIGH-RESOLUTION
SATELLITE
IMAGERY
.
16
2.3.2
ADVANTAGES
OF
HIGH-RESOLUTION
COMMERCIAL
SENSORS
.
17
2.3.3
MAPPING
PROSPECT
FOR
HIGH-RESOLUTION
COMMERCIAL
SENSORS
18
2.4
CLASSIFICATION
OF
MAPPING
SENSORS
.
20
2.4.1
THE
REQUIREMENT
FOR
MAPPING
SENSOR
CLASSIFICATION
.
20
2.4.2
DIFFERENT
CLASSIFICATION
STRATEGIES
.
21
2.5
OUTLOOK
FOR
FUTURE
MAPPING
SENSORS
.
22
3.
EXTRACTION
OF
TOPOGRAPHIC
OBJECTS
24
3.1
BASIC
CONCEPT
IN
IMAGE
SEGMENTATION
.
24
3.2
INTEGRATED
IMAGE
SEGMENTATION
.
24
3.2.1
SPECTRAL
FEATURES
.
26
3.2.2
SPATIAL
FEATURES
.
27
3.2.3
CONTEXT
ANALYSIS
.
30
3.3
OBJECT-BASED
MULTI-RESOLUTION
SEGMENTATION
.
31
3.4
CLASSIFICATION
OF
REMOTELY
SENSED
IMAGE
DATA
.
33
3.4.1
OVERVIEW
OF
IMAGE
CLASSIFICATION
.
33
3.4.2
MAXIMUM
LIKELIHOOD
CLASSIFICATION
.
34
4.
DATA
FUSION
AND
ANALYSIS
OF
REMOTELY
SENSED
IMAGE
DATA
37
4.1
STUDY
AREA
AND
GEOSPATIAL
DATA
USED
.
37
4.1.1
AIRBORNE
LASER
SCANNING
.
37
4.2
DATA
FUSION
.
40
4.2.1
CONCEPT
OF
DATA
FUSION
.
40
4.2.2
INTEGRATING
MULTI-SOURCE
DATA
.
42
4.2.3
PERSPECTIVE
IN
DATA
FUSION
.
43
4.3
MID-LEVEL
IMAGE
ANALYSIS
.
44
4.3.1
ELIMINATION
OF
SHADOW
PHENOMENA
.
45
4.3.2
MATHEMATICAL
MORPHOLOGY
.
46
4.3.3
DELAUNAY
TRIANGULATION
.
48
5.
INTERPRETATION
OF
URBAN
REMOTE
SENSING
DATA
50
5.1
APPLICATION
OF
REMOTE
SENSING
IN
URBAN
SCENES
.
50
5.2
CHARACTERISTICS
OF
BUILT
ENVIRONMENTS
.
52
5.3
CLASSIFICATION
OF
URBAN
REMOTE
SENSING
DATA
.
53
5.3.1
OVERVIEW
.
53
5.3.2
CLASSIFICATION
RESULTS
.
54
5.3.3
ASSESSMENT
OF
CLASSIFICATION
ACCURACY
.
62
5.4
SUMMARY
.
63
X
6.
FUNDAMENTALS
OF
IMAGE
COMPRESSION
66
6.1
THE
NEED
FOR
IMAGE
COMPRESSION
.
66
6.2
BASIC
CONCEPTS
IN
IMAGE
COMPRESSION
.
67
6.3
THE
CLASSICAL
JPEG
METHOD
.
68
6.4
WAVELET
IMAGE
COMPRESSION
.
70
6.5
COMPARISON
OF
FOURIER
AND
WAVELET
COMPRESSION
METHODS
.
71
6.6
EFFECT
OF
IMAGE
COMPRESSION
ON
DIFFERENT
GEOSPATIAL
DATA
.
72
6.6.1
BACKGROUND
.
72
6.6.2 QUALITATIVE
ANALYSIS
.
72
6.6.3
QUANTITATIVE
ANALYSIS
.
75
7.
WAVELET
IMAGE
COMPRESSION
AND
THE
CLASSIFICATION
OF
URBAN
OBJECTS
77
7.1
BASIC
CONSIDERATIONS
.
77
7.2
ANALYSIS
OF
RESULTS
.
78
7.2.1
GEOMETRIC
ANALYSIS
.
79
7.2.2
SEMANTIC
QUALITY
.
82
7.3
DISCUSSION
OF
RESULTS
.
84
8.
MAP
REVISION
IN
KENYA
87
8.1
WORLD
TOPOGRAPHIC
MAP
COVERAGE
AND
REVISION
.
87
8.2
PRESENT
STATUS
OF
MAP
REVISION
IN
KENYA
.
88
8.2.1
OVERVIEW
OF
TOPOGRAPHIC
MAP
COVERAGE
.
88
8.2.2
BACKGROUND
TO
THE
MAP
UPDATING
PROBLEM
.
89
8.2.3
THE
BASIC
MAPPING
CHALLENGE
.
91
8.2.4
MAP
REVISION
METHODS
EMPLOYED
.
92
8.2.5
LIMITATIONS
IN
THE
ADOPTED
METHODS
.
93
8.3
SYNOPSIS
OF
MAP
REVISION
IN
THE
INDUSTRIALISED
WORLD
.
94
8.4
PROSPECT
FOR
MAP
UPDATING
IN
KENYA
.
96
8.4.1
POTENTIAL
OF
SATELLITE
IMAGE
MAPS
.
96
8.4.2
WAY
FORWARD
.
100
8.5
CONCEPTION
OF
GEOINFORMATION
MANAGEMENT
IN
KENYA
.
106
XI
9.
SUMMARY
AND
CONCLUSIONS
109
9.1
SUMMARY
.
109
9.2
CONCLUSIONS
AND
RECOMMENDATIONS
.
ILL
REFERENCES
113
APPENDIX
127
A
WAVELET
ANALYSIS
127
B
ANNUAL
MAPPING
BUDGET
ESTIMATE
IN
KENYA
129
CURRICULUM
VITAE
.
130
XII |
| any_adam_object | 1 |
| author | Kiema, John Bosco Kyalo 1968- |
| author_GND | (DE-588)123269806 |
| author_facet | Kiema, John Bosco Kyalo 1968- |
| author_role | aut |
| author_sort | Kiema, John Bosco Kyalo 1968- |
| author_variant | j b k k jbk jbkk |
| building | Verbundindex |
| bvnumber | BV013901938 |
| callnumber-first | G - Geography, Anthropology, Recreation |
| callnumber-label | G70 |
| callnumber-raw | G70.212 |
| callnumber-search | G70.212 |
| callnumber-sort | G 270.212 |
| callnumber-subject | G - General Geography |
| classification_rvk | RE 25232 |
| ctrlnum | (OCoLC)50486643 (DE-599)BVBBV013901938 |
| discipline | Geographie |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>00000nam a22000008cb4500</leader><controlfield tag="001">BV013901938</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20020321</controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">010828s2001 gw abd| m||| 00||| eng d</controlfield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">962226122</subfield><subfield code="2">DE-101</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">382659312X</subfield><subfield code="9">3-8265-9312-X</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)50486643</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV013901938</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">gw</subfield><subfield code="c">DE</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-703</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">G70.212</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">RE 25232</subfield><subfield code="0">(DE-625)142267:12666</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Kiema, John Bosco Kyalo</subfield><subfield code="d">1968-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)123269806</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Multi-source data fusion and image compression in urban remote sensing</subfield><subfield code="c">John Bosco Kyalo Kiema</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Aachen</subfield><subfield code="b">Shaker</subfield><subfield code="c">2001</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XIII, 130 S.</subfield><subfield code="b">Ill., graph. Darst., Kt.</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="490" ind1="1" ind2=" "><subfield code="a">Geodäsie</subfield><subfield code="v">10</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Zugl.: Karlsruhe, Univ., Diss., 2001</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Geographic information systems</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Urban geography</subfield><subfield code="x">Remote sensing</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Datenkompression</subfield><subfield code="0">(DE-588)4121121-2</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Fernerkundung</subfield><subfield code="0">(DE-588)4016796-3</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Datenauswertung</subfield><subfield code="0">(DE-588)4131193-0</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="651" ind1=" " ind2="7"><subfield code="a">Karlsruhe</subfield><subfield code="0">(DE-588)4029713-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="655" ind1=" " ind2="7"><subfield code="0">(DE-588)4113937-9</subfield><subfield code="a">Hochschulschrift</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Karlsruhe</subfield><subfield code="0">(DE-588)4029713-5</subfield><subfield code="D">g</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Fernerkundung</subfield><subfield code="0">(DE-588)4016796-3</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Datenauswertung</subfield><subfield code="0">(DE-588)4131193-0</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="3"><subfield code="a">Datenkompression</subfield><subfield code="0">(DE-588)4121121-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">Geodäsie</subfield><subfield code="v">10</subfield><subfield code="w">(DE-604)BV013654929</subfield><subfield code="9">10</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">DNB 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=009513984&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-009513984</subfield></datafield></record></collection> |
| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| geographic | Karlsruhe (DE-588)4029713-5 gnd |
| geographic_facet | Karlsruhe |
| id | DE-604.BV013901938 |
| illustrated | Illustrated |
| indexdate | 2024-08-22T00:38:46Z |
| institution | BVB |
| isbn | 382659312X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009513984 |
| oclc_num | 50486643 |
| open_access_boolean | |
| owner | DE-703 |
| owner_facet | DE-703 |
| physical | XIII, 130 S. Ill., graph. Darst., Kt. |
| publishDate | 2001 |
| publishDateSearch | 2001 |
| publishDateSort | 2001 |
| publisher | Shaker |
| record_format | marc |
| series | Geodäsie |
| series2 | Geodäsie |
| spelling | Kiema, John Bosco Kyalo 1968- Verfasser (DE-588)123269806 aut Multi-source data fusion and image compression in urban remote sensing John Bosco Kyalo Kiema Aachen Shaker 2001 XIII, 130 S. Ill., graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier Geodäsie 10 Zugl.: Karlsruhe, Univ., Diss., 2001 Geographic information systems Urban geography Remote sensing Datenkompression (DE-588)4121121-2 gnd rswk-swf Fernerkundung (DE-588)4016796-3 gnd rswk-swf Datenauswertung (DE-588)4131193-0 gnd rswk-swf Karlsruhe (DE-588)4029713-5 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Karlsruhe (DE-588)4029713-5 g Fernerkundung (DE-588)4016796-3 s Datenauswertung (DE-588)4131193-0 s Datenkompression (DE-588)4121121-2 s DE-604 Geodäsie 10 (DE-604)BV013654929 10 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009513984&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Kiema, John Bosco Kyalo 1968- Multi-source data fusion and image compression in urban remote sensing Geodäsie Geographic information systems Urban geography Remote sensing Datenkompression (DE-588)4121121-2 gnd Fernerkundung (DE-588)4016796-3 gnd Datenauswertung (DE-588)4131193-0 gnd |
| subject_GND | (DE-588)4121121-2 (DE-588)4016796-3 (DE-588)4131193-0 (DE-588)4029713-5 (DE-588)4113937-9 |
| title | Multi-source data fusion and image compression in urban remote sensing |
| title_auth | Multi-source data fusion and image compression in urban remote sensing |
| title_exact_search | Multi-source data fusion and image compression in urban remote sensing |
| title_full | Multi-source data fusion and image compression in urban remote sensing John Bosco Kyalo Kiema |
| title_fullStr | Multi-source data fusion and image compression in urban remote sensing John Bosco Kyalo Kiema |
| title_full_unstemmed | Multi-source data fusion and image compression in urban remote sensing John Bosco Kyalo Kiema |
| title_short | Multi-source data fusion and image compression in urban remote sensing |
| title_sort | multi source data fusion and image compression in urban remote sensing |
| topic | Geographic information systems Urban geography Remote sensing Datenkompression (DE-588)4121121-2 gnd Fernerkundung (DE-588)4016796-3 gnd Datenauswertung (DE-588)4131193-0 gnd |
| topic_facet | Geographic information systems Urban geography Remote sensing Datenkompression Fernerkundung Datenauswertung Karlsruhe Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009513984&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV013654929 |
| work_keys_str_mv | AT kiemajohnboscokyalo multisourcedatafusionandimagecompressioninurbanremotesensing |