Verfügbarkeit: Concise computer vision | Technische Universität München

Concise computer vision: an introduction into theory and algorithms

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Bibliographische Detailangaben
Beteilige Person:	Klette, Reinhard 1950-2020 (VerfasserIn)
Format:	Buch
Sprache:	Englisch
Veröffentlicht:	London ; Heidelberg [u.a.] Springer 2014
Schriftenreihe:	Undergraduate topics in computer science
Schlagwörter:	Algorithmus Bildverarbeitung Computer Maschinelles Sehen Bilderkennung
Links:	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
Umfang:	xviii, 429 Seiten Illustrationen, Diagramme
ISBN:	9781447163190

Internformat

MARC


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Datensatz im Suchindex

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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.
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author	Klette, Reinhard 1950-2020
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ctrlnum	(OCoLC)882975504 (DE-599)BVBBV041640505
discipline	Informatik
format	Book
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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

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