Hyperspectral image fusion:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
New York, NY [u.a.]
Springer
2013
|
| Online Access: | BTU01 FHA01 FHM01 FHN01 FKE01 UBG01 UBR01 UBT01 UBW01 UER01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource |
| ISBN: | 9781461474692 9781461474708 |
| DOI: | 10.1007/978-1-4614-7470-8 |
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Record in the Search Index
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|---|---|
| adam_text | HYPERSPECTRAL IMAGE FUSION
/ CHAUDHURI, SUBHASIS
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
CURRENT STATE OF THE ART
EDGE-PRESERVING SOLUTION
BAND SELECTION THROUGH REDUNDANCY ELIMINATION
BAYESIAN ESTIMATION
VARIATIONAL SOLUTION
OPTIMIZATION-BASED FUSION
BAND SELECTION: REVISITED
PERFORMANCE ASSESSMENT OF FUSION TECHNIQUES
RESULTS AND DISCUSSIONS
CONCLUSIONS AND DIRECTIONS FOR FUTURE RESEARCH
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
HYPERSPECTRAL IMAGE FUSION
/ CHAUDHURI, SUBHASIS
: 2013
ABSTRACT / INHALTSTEXT
HYPERSPECTRAL IMAGE FUSION IS THE FIRST TEXT DEDICATED TO THE FUSION
TECHNIQUES FOR SUCH A HUGE VOLUME OF DATA CONSISTING OF A VERY LARGE
NUMBER OF IMAGES. THIS MONOGRAPH BRINGS OUT RECENT ADVANCES IN THE
RESEARCH IN THE AREA OF VISUALIZATION OF HYPERSPECTRAL DATA. IT PROVIDES
A SET OF PIXEL-BASED FUSION TECHNIQUES, EACH OF WHICH IS BASED ON A
DIFFERENT FRAMEWORK AND HAS ITS OWN ADVANTAGES AND DISADVANTAGES. THE
TECHNIQUES ARE PRESENTED WITH COMPLETE DETAILS SO THAT PRACTITIONERS CAN
EASILY IMPLEMENT THEM. IT IS ALSO DEMONSTRATED HOW ONE CAN SELECT ONLY A
FEW SPECIFIC BANDS TO SPEED UP THE PROCESS OF FUSION BY EXPLOITING
SPATIAL CORRELATION WITHIN SUCCESSIVE BANDS OF THE HYPERSPECTRAL DATA.
WHILE THE TECHNIQUES FOR FUSION OF HYPERSPECTRAL IMAGES ARE BEING
DEVELOPED, IT IS ALSO IMPORTANT TO ESTABLISH A FRAMEWORK FOR OBJECTIVE
ASSESSMENT OF SUCH TECHNIQUES. THIS MONOGRAPH HAS A DEDICATED CHAPTER
DESCRIBING VARIOUS FUSION PERFORMANCE MEASURES THAT ARE APPLICABLE TO
HYPERSPECTRAL IMAGE FUSION. THIS MONOGRAPH ALSO PRESENTS A NOTION OF
CONSISTENCY OF A FUSION TECHNIQUE WHICH CAN BE USED TO VERIFY THE
SUITABILITY AND APPLICABILITY OF A TECHNIQUE FOR FUSION OF A VERY LARGE
NUMBER OF IMAGES. THIS BOOK WILL BE A HIGHLY USEFUL RESOURCE TO THE
STUDENTS, RESEARCHERS, ACADEMICIANS AND PRACTITIONERS IN THE SPECIFIC
AREA OF HYPERSPECTRAL IMAGE FUSION, AS WELL AS GENERIC IMAGE FUSION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Chaudhuri, Subhasis Kotwal, Ketan |
| author_facet | Chaudhuri, Subhasis Kotwal, Ketan |
| author_role | aut aut |
| author_sort | Chaudhuri, Subhasis |
| author_variant | s c sc k k kk |
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| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
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| language | English |
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| spelling | Chaudhuri, Subhasis Verfasser aut Hyperspectral image fusion Subhasis Chaudhuri ; Ketan Kotwal New York, NY [u.a.] Springer 2013 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier Kotwal, Ketan Verfasser aut https://doi.org/10.1007/978-1-4614-7470-8 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026049884&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026049884&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Chaudhuri, Subhasis Kotwal, Ketan Hyperspectral image fusion |
| title | Hyperspectral image fusion |
| title_auth | Hyperspectral image fusion |
| title_exact_search | Hyperspectral image fusion |
| title_full | Hyperspectral image fusion Subhasis Chaudhuri ; Ketan Kotwal |
| title_fullStr | Hyperspectral image fusion Subhasis Chaudhuri ; Ketan Kotwal |
| title_full_unstemmed | Hyperspectral image fusion Subhasis Chaudhuri ; Ketan Kotwal |
| title_short | Hyperspectral image fusion |
| title_sort | hyperspectral image fusion |
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