Christian Wöhler: 3D Computer Vision

Cover: 9781447159445 | 3D Computer Vision | Efficient Methods and Applications | Wöhler

Rückseite: 9781447159445 | 3D Computer Vision | Efficient Methods and Applications | Wöhler

Bild: 9781447159445 | 3D Computer Vision | Efficient Methods and Applications | Wöhler

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Sprache: Englisch

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Beschreibung

This indispensable text introduces the foundations of three-dimensional computer vision and describes recent contributions to the field. Fully revised and updated, this much-anticipated new edition reviews a range of triangulation-based methods, including linear and bundle adjustment based approaches to scene reconstruction and camera calibration, stereo vision, point cloud segmentation, and pose estimation of rigid, articulated, and flexible objects. Also covered are intensity-based techniques that evaluate the pixel grey values in the image to infer three-dimensional scene structure, and point spread function based approaches that exploit the effect of the optical system. The text shows how methods which integrate these concepts are able to increase reconstruction accuracy and robustness, describing applications in industrial quality inspection and metrology, human-robot interaction, and remote sensing.

Über den Autor

Christian Wöhler is Professor of Image Analysis at the Department of Electrical Engineering and Information Technology of TU Dortmund, Germany. His scientific interests are in the domains of computer vision, photogrammetry, remote sensing, and pattern classification, with applications in various fields including machine vision, robotics, advanced driver assistance systems, and planetary science.

Zusammenfassung

Examines 3D surface reconstruction of strongly non-Lambertian surfaces by the combination of photometric stereo and active range scanning, with applications to industrial metrology

Discusses pose estimation and tracking of human body parts, and recognition of actions performed in a complex production environment

Reviews the construction of high-resolution lunar digital elevation models based on orbital imagery in combination with laser altimetry data

Includes supplementary material: [...]

Inhaltsverzeichnis

Part I: Methods of 3D Computer Vision.-
Triangulation-based Approaches to Three-dimensional Scene Reconstruction.- Three-dimensional Pose Estimation and SegmentationMethods.- Intensity-based and Polarisation-based Approaches.- Point Spread Function Based Approaches to Three-dimensional Scene Reconstruction.- Integrated Frameworks for Three-dimensional Scene Reconstruction.-
Part II: Application Scenarios.-
Applications to Industrial Quality Inspection.- Applications to Safe Human-Robot Interaction.- Applications to Lunar Remote Sensing.- Conclusion.

Details

Erscheinungsjahr:	2014
Fachbereich:	Anwendungs-Software
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Reihe:	X.media.publishing
Inhalt:	xviii 382 S.
ISBN-13:	9781447159445
ISBN-10:	1447159446
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Wöhler, Christian
Auflage:	Second Edition 2013
Hersteller:	Springer Springer-Verlag London Ltd. X.media.publishing
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 22 mm
Von/Mit:	Christian Wöhler
Erscheinungsdatum:	09.08.2014
Gewicht:	0,604 kg