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Computer Vision
Three-Dimensional Data from Images
Taschenbuch von Reinhard Klette (u. a.)
Sprache: Englisch

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Beschreibung
This computer vision textbook describes the reconstruction of object surfaces and the analysis of distances between camera and objects. Main topics are static and dynamic stereo analysis, shape from shading, photometric stereo analysis, and structured illumination. The selected procedures, e.g., complex algorithms as Tsai calibration, Frankot-Chellapa depth map generation, or Lee-Rosenfield shape from shading, are discussed at a detailed level such that implementations can follow the given descriptions. Fundamentals are given for these application oriented approaches with respect to camera modeling and calibration, to geometric surface modeling, and to surface reflectance models. New research and laboratory results in shape reconstruction and depth analysis, e.g., based on color images have been included. The text is suitable for graduate courses in computer science, in several engineering disciplines, or in applied mathematics. Theoretical and applied excercises accompany each chapter.
This computer vision textbook describes the reconstruction of object surfaces and the analysis of distances between camera and objects. Main topics are static and dynamic stereo analysis, shape from shading, photometric stereo analysis, and structured illumination. The selected procedures, e.g., complex algorithms as Tsai calibration, Frankot-Chellapa depth map generation, or Lee-Rosenfield shape from shading, are discussed at a detailed level such that implementations can follow the given descriptions. Fundamentals are given for these application oriented approaches with respect to camera modeling and calibration, to geometric surface modeling, and to surface reflectance models. New research and laboratory results in shape reconstruction and depth analysis, e.g., based on color images have been included. The text is suitable for graduate courses in computer science, in several engineering disciplines, or in applied mathematics. Theoretical and applied excercises accompany each chapter.
Zusammenfassung
This computer vision textbook describes the reconstruction of object surfaces and the analysis of distances between camera and objects. Main topics are static and dynamic stereo analysis, shape from shading, photometric stereo analysis, and structured illumination. The selected procedures, e.g., complex algorithms as Tsai calibration, Frankot-Chellapa depth map generation, or Lee-Rosenfield shape from shading, are discussed at a detailed level such that implementations can follow the given descriptions. Fundamentals are given for these application oriented approaches with respect to camera modeling and calibration, to geometric surface modeling, and to surface reflectance models. New research and laboratory results in shape reconstruction and depth analysis, e.g., based on color images have been included. The text is suitable for graduate courses in computer science, in several engineering disciplines, or in applied mathematics. Theoretical and applied excercises accompany each chapter.
Inhaltsverzeichnis
Preface.- Symbols.- Introduction.- Image Acquisition.- Geometry of Object Surfaces.- Static Stereo Analysis.- Dynamic Stereo.- Surface Reflection.- Shape from Shading.- Photometric Stereo Analysis.- Structured Illumination.- Index.- List of Algorithms.- Appendix: Color Images.
Details
Erscheinungsjahr: 1998
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xiv
392 S.
ISBN-13: 9789813083714
ISBN-10: 9813083719
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Klette, Reinhard
Koschan, Andreas
Schluns, Karsten
Hersteller: Springer Singapore
Springer Nature Singapore
Maße: 244 x 170 x 26 mm
Von/Mit: Reinhard Klette (u. a.)
Erscheinungsdatum: 01.09.1998
Gewicht: 0,786 kg
Artikel-ID: 106848155
Zusammenfassung
This computer vision textbook describes the reconstruction of object surfaces and the analysis of distances between camera and objects. Main topics are static and dynamic stereo analysis, shape from shading, photometric stereo analysis, and structured illumination. The selected procedures, e.g., complex algorithms as Tsai calibration, Frankot-Chellapa depth map generation, or Lee-Rosenfield shape from shading, are discussed at a detailed level such that implementations can follow the given descriptions. Fundamentals are given for these application oriented approaches with respect to camera modeling and calibration, to geometric surface modeling, and to surface reflectance models. New research and laboratory results in shape reconstruction and depth analysis, e.g., based on color images have been included. The text is suitable for graduate courses in computer science, in several engineering disciplines, or in applied mathematics. Theoretical and applied excercises accompany each chapter.
Inhaltsverzeichnis
Preface.- Symbols.- Introduction.- Image Acquisition.- Geometry of Object Surfaces.- Static Stereo Analysis.- Dynamic Stereo.- Surface Reflection.- Shape from Shading.- Photometric Stereo Analysis.- Structured Illumination.- Index.- List of Algorithms.- Appendix: Color Images.
Details
Erscheinungsjahr: 1998
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xiv
392 S.
ISBN-13: 9789813083714
ISBN-10: 9813083719
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Klette, Reinhard
Koschan, Andreas
Schluns, Karsten
Hersteller: Springer Singapore
Springer Nature Singapore
Maße: 244 x 170 x 26 mm
Von/Mit: Reinhard Klette (u. a.)
Erscheinungsdatum: 01.09.1998
Gewicht: 0,786 kg
Artikel-ID: 106848155
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