Optimization for computer vision: an introduction to core concepts and methods
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
London [u.a.]
Springer
2013
|
| Schriftenreihe: | Advances in computer vision and pattern recognition
|
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHM01 FHN01 FKE01 UBG01 UBR01 UBT01 UBW01 UER01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9781447152828 9781447152835 |
| DOI: | 10.1007/978-1-4471-5283-5 |
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Datensatz im Suchindex
| _version_ | 1804150681972506624 |
|---|---|
| adam_text | OPTIMIZATION FOR COMPUTER VISION
/ TREIBER, MARCO ALEXANDER
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
CONTINUOUS OPTIMIZATION
LINEAR PROGRAMMING AND THE SIMPLEX METHOD
VARIATIONAL METHODS
CORRESPONDENCE PROBLEMS
GRAPH CUTS
DYNAMIC PROGRAMMING
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
OPTIMIZATION FOR COMPUTER VISION
/ TREIBER, MARCO ALEXANDER
: 2013
ABSTRACT / INHALTSTEXT
OPTIMIZATION PLAYS AN INVALUABLE ROLE IN THE EXCITING AND RAPIDLY
DEVELOPING FIELD OF COMPUTER VISION, YET THIS IMPORTANCE IS OFTEN
OVERLOOKED IN THE LITERATURE. THIS PRACTICAL AND AUTHORITATIVE
TEXT/REFERENCE PRESENTS A BROAD INTRODUCTION TO THE OPTIMIZATION METHODS
USED SPECIFICALLY IN COMPUTER VISION. IN ORDER TO FACILITATE
UNDERSTANDING, THE PRESENTATION OF THE METHODS IS SUPPLEMENTED BY SIMPLE
FLOW CHARTS, FOLLOWED BY PSEUDOCODE IMPLEMENTATIONS THAT REVEAL DEEPER
INSIGHTS INTO THEIR MODE OF OPERATION. THESE DISCUSSIONS ARE FURTHER
SUPPORTED BY EXAMPLES TAKEN FROM IMPORTANT APPLICATIONS IN COMPUTER
VISION. TOPICS AND FEATURES: PROVIDES A COMPREHENSIVE OVERVIEW OF
COMPUTER VISION-RELATED OPTIMIZATION COVERS A RANGE OF TECHNIQUES FROM
CLASSICAL ITERATIVE MULTIDIMENSIONAL OPTIMIZATION TO CUTTING-EDGE TOPICS
OF GRAPH CUTS AND GPU-SUITED TOTAL VARIATION-BASED OPTIMIZATION
DESCRIBES IN DETAIL THE OPTIMIZATION METHODS EMPLOYED IN COMPUTER VISION
APPLICATIONS ILLUMINATES KEY CONCEPTS WITH CLEARLY WRITTEN AND
STEP-BY-STEP EXPLANATIONS PRESENTS DETAILED INFORMATION ON
IMPLEMENTATION, INCLUDING PSEUDOCODE FOR MOST METHODS THIS
EASY-TO-FOLLOW AND APPLICATIONS-FOCUSED BOOK IS AN ESSENTIAL RESOURCE
FOR RESEARCHERS AND PRACTITIONERS SEEKING GUIDANCE ON IMPLEMENTING
SPECIFIC METHODS IN COMPUTER VISION. MARCO ALEXANDER TREIBER IS A
SOFTWARE DEVELOPER AT ASM ASSEMBLY SYSTEMS, MUNICH, GERMANY, WHERE HE IS
TECHNICAL LEAD IN IMAGE PROCESSING FOR THE VISION SYSTEM OF SIPLACE
PLACEMENT MACHINES, USED IN SMT ASSEMBLY. AMONG HIS OTHER PUBLICATIONS
IS THE SUCCESSFUL SPRINGER TITLE AN INTRODUCTION TO OBJECT RECOGNITION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| building | Verbundindex |
| bvnumber | BV041235187 |
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| dewey-full | 006.37 006.6 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.37 006.6 |
| dewey-search | 006.37 006.6 |
| dewey-sort | 16.37 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-1-4471-5283-5 |
| format | Electronic eBook |
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| spelling | Optimization for computer vision an introduction to core concepts and methods Marco Alexander Treiber London [u.a.] Springer 2013 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier Advances in computer vision and pattern recognition Optimierung (DE-588)4043664-0 gnd rswk-swf Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf Optimierung (DE-588)4043664-0 s Maschinelles Sehen (DE-588)4129594-8 s 1\p DE-604 Treiber, Marco Alexander Sonstige oth https://doi.org/10.1007/978-1-4471-5283-5 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026209480&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=026209480&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Optimization for computer vision an introduction to core concepts and methods Optimierung (DE-588)4043664-0 gnd Maschinelles Sehen (DE-588)4129594-8 gnd |
| subject_GND | (DE-588)4043664-0 (DE-588)4129594-8 |
| title | Optimization for computer vision an introduction to core concepts and methods |
| title_auth | Optimization for computer vision an introduction to core concepts and methods |
| title_exact_search | Optimization for computer vision an introduction to core concepts and methods |
| title_full | Optimization for computer vision an introduction to core concepts and methods Marco Alexander Treiber |
| title_fullStr | Optimization for computer vision an introduction to core concepts and methods Marco Alexander Treiber |
| title_full_unstemmed | Optimization for computer vision an introduction to core concepts and methods Marco Alexander Treiber |
| title_short | Optimization for computer vision |
| title_sort | optimization for computer vision an introduction to core concepts and methods |
| title_sub | an introduction to core concepts and methods |
| topic | Optimierung (DE-588)4043664-0 gnd Maschinelles Sehen (DE-588)4129594-8 gnd |
| topic_facet | Optimierung Maschinelles Sehen |
| url | https://doi.org/10.1007/978-1-4471-5283-5 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026209480&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026209480&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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