Abstract
Machine vision and automated visual inspection are rapidly finding their way into industrial measurement and quality control in the technical and engineering sectors. This development especially benefits from increasingly powerful computers and reasonably priced camera components.
This book provides insight into the fascinating and very up-to-date topic of automated visual inspection and image processing. An extensive content is presented in an easily comprehensible way and is explained using various examples. No particular previous knowledge is required.
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Bibliography
Edward Adelson. Lightness Perception and Lightness Illusions. In Michael S. Gazzaniga, editor, The New Cognitive Neurosciences, pages 339–351. MIT Press, Cambridge, MA, 2nd edition, 2000.
Edward H. Adelson. Lightness Perception and Lightness Illusions. http://persci.mit.edu/gallery, http://web.mit.edu/persci/gaz/gaz-teaching/index.html, 2011.
Ivan Artamonov. Optische Täuschungen. Deutsch, 5th edition, 2006.
Jonathan Balzer and Stefan Werling. Principles of Shape from Specular Reflection. Measurement, 43(10):1305–1317, 2010.
Bruce Batchelor and Paul Whelan. Intelligent vision systems for industry. Springer, 1997.
Norbert Bauer, editor. Guideline for industrial image processing. Fraunhofer-Allianz Vision, 2003.
Phil Brodatz. Textures: A photographic album for artists and designers. Dover, 1966.
Marco Huber. Probabilistic Active Vision: An Overview. Technical Report IES-2010-01. In Jürgen Beyerer and Marco Huber, editors, Proceedings of the 2010 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, volume 7 of Karlsruher Schriften zur Anthropomatik, pages 1–16. KIT Scientific Publishing, 2011.
Marco Huber, Tobias Dencker, Masoud Roschani, and Jürgen Beyerer. Bayesian Active Object Recognition via Gaussian Process Regression. In Proceedings of the 15th International Conference on Information Fusion, 2012.
Axel Korn. Bildverarbeitung durch das visuelle System. Springer, 1982.
Axel Korn. Verarbeitung und Auswertung von Signalen bildgebender Sensoren. VDI-Verlag, 1995.
Lucas Paletta and Axel Pinz. Active object recognition by view integration and reinforcement learning. Robotics and Autonomous Systems, 31:71–86, 2000.
Fernando Puente León and Jürgen Beyerer. Active vision and sensor fusion for inspection of metallic surfaces. In David P. Casasent, editor, Intelligent Robots and Computer Vision XVI: Algorithms, Techniques, Active Vision, and Materials Handling, volume 3208 of Proc. SPIE, pages 394–405, 1997.
Brian Roberts, Mike Harris, and Tim Yates. The roles of inducer size and distance in the Ebbinghaus illusion (Titchener circles). Perception, 34(7):847–856, 2005.
Michael Sabourin and Amar Mitiche. Optical character recognition by a neural network. Neural Networks, 5(5):843–852, 1992.
Konstantinos Tarabanis, Peter Allen, and Roger Tsai. A survey of sensor planning in computer vision. IEEE Transactions on Robotics and Automation, 11(1):86–104, February 1995.
Verein Deutscher Ingenieure and Verband der Elektrotechnik, Elektronik und Informationstechnik. Industrielle Bildverarbeitung – Grundlagen und Begriffe. Beuth Verlag, Berlin, 2010.
Verein Deutscher Ingenieure and Verband der Elektrotechnik, Elektronik und Informationstechnik. Industrielle Bildverarbeitung – Leitfaden für die Erstellung eines Lastenhefts für Bildverarbeitungssysteme. Beuth Verlag, Berlin, 2011.
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Beyerer, J., Puente León, F., Frese, C. (2016). Introduction. In: Machine Vision. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-47794-6_1
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DOI: https://doi.org/10.1007/978-3-662-47794-6_1
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