Concise computer vision: an introduction into theory and algorithms
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
London ; Heidelberg [u.a.]
Springer
2014
|
| Schriftenreihe: | Undergraduate topics in computer science
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Abstract |
| Beschreibung: | xviii, 429 Seiten Illustrationen, Diagramme |
| ISBN: | 9781447163190 |
Internformat
MARC
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Datensatz im Suchindex
| DE-BY-863_location | 1000 |
|---|---|
| DE-BY-FWS_call_number | 1000/ST 330 K64 |
| DE-BY-FWS_katkey | 515857 |
| DE-BY-FWS_media_number | 083101346715 |
| _version_ | 1806176735467667456 |
| adam_text | CONCISE COMPUTER VISION
/ KLETTE, REINHARD
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
IMAGE DATA
IMAGE PROCESSING
IMAGE ANALYSIS
DENSE MOTION ANALYSIS
IMAGE SEGMENTATION
CAMERAS, COORDINATES AND CALIBRATION
3D SHAPE RECONSTRUCTION
STEREO MATCHING
FEATURE DETECTION AND TRACKING
OBJECT DETECTION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
CONCISE COMPUTER VISION
/ KLETTE, REINHARD
: 2014
ABSTRACT / INHALTSTEXT
MANY TEXTBOOKS ON COMPUTER VISION CAN BE UNWIELDY AND INTIMIDATING IN
THEIR COVERAGE OF THIS EXTENSIVE DISCIPLINE. THIS TEXTBOOK ADDRESSES THE
NEED FOR A CONCISE OVERVIEW OF THE FUNDAMENTALS OF THIS FIELD. CONCISE
COMPUTER VISION PROVIDES AN ACCESSIBLE GENERAL INTRODUCTION TO THE
ESSENTIAL TOPICS IN COMPUTER VISION, HIGHLIGHTING THE ROLE OF IMPORTANT
ALGORITHMS AND MATHEMATICAL CONCEPTS. CLASSROOM-TESTED PROGRAMMING
EXERCISES AND REVIEW QUESTIONS ARE ALSO SUPPLIED AT THE END OF EACH
CHAPTER. TOPICS AND FEATURES: PROVIDES AN INTRODUCTION TO THE BASIC
NOTATION AND MATHEMATICAL CONCEPTS FOR DESCRIBING AN IMAGE, AND THE KEY
CONCEPTS FOR MAPPING AN IMAGE INTO AN IMAGE EXPLAINS THE TOPOLOGIC AND
GEOMETRIC BASICS FOR ANALYSING IMAGE REGIONS AND DISTRIBUTIONS OF IMAGE
VALUES, AND DISCUSSES IDENTIFYING PATTERNS IN AN IMAGE INTRODUCES OPTIC
FLOW FOR REPRESENTING DENSE MOTION, AND SUCH TOPICS IN SPARSE MOTION
ANALYSIS AS KEYPOINT DETECTION AND DESCRIPTOR DEFINITION, AND FEATURE
TRACKING USING THE KALMAN FILTER DESCRIBES SPECIAL APPROACHES FOR IMAGE
BINARIZATION AND SEGMENTATION OF STILL IMAGES OR VIDEO FRAMES EXAMINES
THE THREE BASIC COMPONENTS OF A COMPUTER VISION SYSTEM, NAMELY CAMERA
GEOMETRY AND PHOTOMETRY, COORDINATE SYSTEMS, AND CAMERA CALIBRATION
REVIEWS DIFFERENT TECHNIQUES FOR VISION-BASED 3D SHAPE RECONSTRUCTION,
INCLUDING THE USE OF STRUCTURED LIGHTING, STEREO VISION, AND
SHADING-BASED SHAPE UNDERSTANDING INCLUDES A DISCUSSION OF STEREO
MATCHERS, AND THE PHASE-CONGRUENCY MODEL FOR IMAGE FEATURES PRESENTS AN
INTRODUCTION INTO CLASSIFICATION AND LEARNING, WITH A DETAILED
DESCRIPTION OF BASIC ADABOOST AND THE USE OF RANDOM FORESTS THIS CONCISE
AND EASY TO READ TEXTBOOK/REFERENCE IS IDEAL FOR AN INTRODUCTORY COURSE
AT THIRD- OR FOURTH-YEAR LEVEL IN AN UNDERGRADUATE COMPUTER SCIENCE OR
ENGINEERING PROGRAMME
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Klette, Reinhard 1950-2020 |
| author_GND | (DE-588)109615921 |
| author_facet | Klette, Reinhard 1950-2020 |
| author_role | aut |
| author_sort | Klette, Reinhard 1950-2020 |
| author_variant | r k rk |
| building | Verbundindex |
| bvnumber | BV041640505 |
| classification_rvk | ST 330 |
| classification_tum | DAT 760f |
| ctrlnum | (OCoLC)882975504 (DE-599)BVBBV041640505 |
| discipline | Informatik |
| format | Book |
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| id | DE-604.BV041640505 |
| illustrated | Illustrated |
| indexdate | 2024-08-01T11:26:02Z |
| institution | BVB |
| isbn | 9781447163190 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027081315 |
| oclc_num | 882975504 |
| open_access_boolean | |
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| physical | xviii, 429 Seiten Illustrationen, Diagramme |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Springer |
| record_format | marc |
| series2 | Undergraduate topics in computer science |
| spellingShingle | Klette, Reinhard 1950-2020 Concise computer vision an introduction into theory and algorithms Algorithmus (DE-588)4001183-5 gnd Bildverarbeitung (DE-588)4006684-8 gnd Computer (DE-588)4070083-5 gnd Maschinelles Sehen (DE-588)4129594-8 gnd Bilderkennung (DE-588)4264283-8 gnd |
| subject_GND | (DE-588)4001183-5 (DE-588)4006684-8 (DE-588)4070083-5 (DE-588)4129594-8 (DE-588)4264283-8 |
| title | Concise computer vision an introduction into theory and algorithms |
| title_auth | Concise computer vision an introduction into theory and algorithms |
| title_exact_search | Concise computer vision an introduction into theory and algorithms |
| title_full | Concise computer vision an introduction into theory and algorithms Reinhard Klette |
| title_fullStr | Concise computer vision an introduction into theory and algorithms Reinhard Klette |
| title_full_unstemmed | Concise computer vision an introduction into theory and algorithms Reinhard Klette |
| title_short | Concise computer vision |
| title_sort | concise computer vision an introduction into theory and algorithms |
| title_sub | an introduction into theory and algorithms |
| topic | Algorithmus (DE-588)4001183-5 gnd Bildverarbeitung (DE-588)4006684-8 gnd Computer (DE-588)4070083-5 gnd Maschinelles Sehen (DE-588)4129594-8 gnd Bilderkennung (DE-588)4264283-8 gnd |
| topic_facet | Algorithmus Bildverarbeitung Computer Maschinelles Sehen Bilderkennung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027081315&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=027081315&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT klettereinhard concisecomputervisionanintroductionintotheoryandalgorithms |
Inhaltsverzeichnis
THWS Würzburg Zentralbibliothek Lesesaal
| Signatur: |
1000 ST 330 K64 |
|---|---|
| Exemplar 1 | ausleihbar Verfügbar Bestellen |