Computer Vision: Theory and Industrial Applications: Theory and Industrial Applications - Brossura

Brossura

ISBN 10: 3642486770 ISBN 13: 9783642486777

Casa editrice: Springer, 2012

Riassunto

This book is the fruit of a very long and elaborate process. It was conceived as a comprehensive solution to several deficiencies encountered while trying to teach the essentials of Computer Vision in different contexts: to technicians from industry looking for technological solutions to some of their problems, to students in search of a good subject for a PhD thesis, and to researchers in other fields who believe that Computer Vision techniques may help them to analyse their results. The book was carefully planned with all these people in mind. Thus, it covers the fundamentals of both 2D and 3D Computer Vision and their most widespread industrial applications, such as automated inspection, robot guidance and workpiece acquisition. The level of explanation is that of an expanded introductory text, in the sense that, besides the basic material, some special advanced topics are included in each chapter, together with an extensive bibliography for experts to follow up. Well-known researchers on each of the topics were appointed to write a chapter following several guidelines to ensure a consistent presentation throughout. I would like to thank the authors for their patience, because some of them had to go through several revisions of their chapters in order to avoid repetition and to improve the homogeneity and coherence of the book. I hope they will find that the final result has been worth their efforts.

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Contenuti

I ― Acquisition and 2D Processing.- 1- Image Obtention and Preprocessing.- 2- Segmentation.- II ― Obtaining 3D Information.- 3- Active Methods for Obtaining Depth Maps.- 4- Motion and Stereopsis.- 5- Shape from Shading, Occlusion and Texture.- III ― Representation and Interpretation.- 6- Statistical and Syntactic Models. Pattern Recognition Techniques.- 7- Geometric Object Models.- 8- A Methodology for the Development of General Knowledge-based Vision Systems.- IV ― Industrial Applications and Future Trends.- 9- Bin-picking Techniques.- 10- Automated Visual Inspection Algorithms.- 11- Commercial Vision Systems.- Addresses of Authors.

Product Description

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Dettagli dell'edizione

• Editore: Springer
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 3642486770
• ISBN 13: 9783642486777
• Rilegatura: Copertina flessibile
• Numero di pagine: 468
• Redattore: Torras Carme
• Contatto del produttore: non disponibile
• Persona responsabile: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3,69115 Heidelberg, Germany; Heidelberg; 69115; Germania