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Performance Characterization in Computer Vision (Computational Imaging and Vision, Band 17) - Reinhard Klette, H. Siegfried Stiehl, Max A. Viergever, Koen L. Vincken
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Reinhard Klette, H. Siegfried Stiehl, Max A. Viergever, Koen L. Vincken:

Performance Characterization in Computer Vision (Computational Imaging and Vision, Band 17) - pocketboek

ISBN: 9048154871

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Herausgegeben von Klette, Reinhard Stiehl, H. Siegfried Viergever, Max A. Vincken, Koen L.:

Performance Characterization in Computer Vision - pocketboek

2010, ISBN: 9789048154876

[ED: Softcover], [PU: Springer Netherlands], This edited volume addresses a subject which has been discussed inten sively in the computer vision community for several years. Performance c… Meer...

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Performance Characterization in Computer Vision (Computational Imaging and Vision) - Reinhard Klette, H. Siegfried Stiehl, Max A. Viergever, Koen L. Vincken
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Reinhard Klette, H. Siegfried Stiehl, Max A. Viergever, Koen L. Vincken:
Performance Characterization in Computer Vision (Computational Imaging and Vision) - pocketboek

2009

ISBN: 9048154871

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Performance Characterization in Computer Vision - Klette, Reinhard (Herausgeber); Stiehl, H. Siegfried (Herausgeber); Viergever, Max A. (Herausgeber); Vincken, Koen L. (Herausgeber)
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Klette, Reinhard (Herausgeber); Stiehl, H. Siegfried (Herausgeber); Viergever, Max A. (Herausgeber); Vincken, Koen L. (Herausgeber):
Performance Characterization in Computer Vision - pocketboek

2010, ISBN: 9048154871

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Softcover reprint of hardcover 1st ed. 2000 Kartoniert / Broschiert Maschinelles Sehen, Bildverstehen, Bildverarbeitung, 3D; Analysis; Image segmentation; Optical flow; Stereo; algorith… Meer...

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Reinhard Klette (Editor), H. Siegfried Stiehl (Editor), Max A. Viergever (Editor), Koen L. Vincken (Editor):
Performance Characterization in Computer Vision (Computational Imaging and Vision) - pocketboek

2010, ISBN: 9789048154876

gebonden uitgave

Springer, 2010-12-10. Softcover reprint of hardcover 1. Paperback. Used:Good., Springer, 2010-12-10

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Bijzonderheden over het boek
Performance Characterization in Computer Vision (Computational Imaging and Vision)

This book addresses a subject which has been discussed intensively in the computer vision community for several years. Performance characterization and evaluation of computer vision algorithms are of key importance, particularly with respect to the configuration of reliable and robust computer vision systems as well as the dissemination of reconfigurable systems in novel application domains. The objective of this volume is to provide a scientific foundation for performance characterization of computer vision methods, to give an overview of methodologies of comparative assessment of algorithms and to present evaluation approaches for a variety of computer vision applications. This volume comprises six parts: general issues; methodological aspects; statistical aspects; comparative studies; selected methods and algorithms; and finally a domain-specific part on evaluation in medical imaging. Audience: This book can be read by both specialists and graduate students in computer science and electrical engineering who take an interest in computer vision, image processing, and algorithms.

Gedetalleerde informatie over het boek. - Performance Characterization in Computer Vision (Computational Imaging and Vision)


EAN (ISBN-13): 9789048154876
ISBN (ISBN-10): 9048154871
Gebonden uitgave
pocket book
Verschijningsjaar: 2010
Uitgever: Springer Netherlands
336 Bladzijden
Gewicht: 0,510 kg
Taal: eng/Englisch

Boek bevindt zich in het datenbestand sinds 2011-03-17T19:34:33+01:00 (Amsterdam)
Detailpagina laatst gewijzigd op 2020-01-11T10:47:03+01:00 (Amsterdam)
ISBN/EAN: 9789048154876

ISBN - alternatieve schrijfwijzen:
90-481-5487-1, 978-90-481-5487-6


Gegevens van de uitgever

Auteur: Reinhard Klette; H. Siegfried Stiehl; Max A. Viergever; Koen L. Vincken
Titel: Computational Imaging and Vision; Performance Characterization in Computer Vision
Uitgeverij: Springer; Springer Netherland
317 Bladzijden
Verschijningsjaar: 2010-12-15
Dordrecht; NL
Gedrukt / Gemaakt in
Gewicht: 0,511 kg
Taal: Engels
149,79 € (DE)
153,99 € (AT)
186,68 CHF (CH)
POD

BC; Previously published in hardcover; Hardcover, Softcover / Informatik, EDV/Anwendungs-Software; Bildverarbeitung; Verstehen; 3D; Analysis; Computer Vision; Image segmentation; Optical flow; Performance; Stereo; algorithms; computer; computer science; database; image processing; B; Image Processing and Computer Vision; Computer Imaging, Vision, Pattern Recognition and Graphics; Algorithms; Computer Vision; Computer Imaging, Vision, Pattern Recognition and Graphics; Algorithms; Computer Science; Maschinelles Sehen, Bildverstehen; Maschinelles Sehen, Bildverstehen; Numerische Mathematik; BB

Contributors. Preface. I: General issues. Experiences with Empirical Evaluation of Computer Vision Algorithms; K.W. Bowyer. Evaluation and Validation of Computer Vision Algorithms; P. Courtney. Databases for Performance Characterization; A.F. Clark, P. Courtney. Quality in Computer Vision; R. Marík. II: Methodical Aspects. The Role of Theory in the Evaluation of Image Motion Algorithms; S.S. Beauchemin, R. Bajcsy. Motion Extraction; L. Florack. Principles of Constructing a Performance Evaluation Protocol for Graphics Recognition Algorithms; L. Wenyin, D. Dori. Dissimilarity Measures Between Gray-Scale Images as a Tool for Performance Assessment; P. Zamperoni. III: Statistical Aspects. Propagating Covariance in Computer Vision; R.M. Haralick. Input Guided Performance Evaluation; P. Meer, et al. Uncertainty Propagation in Shape Reconstruction and Moving Object Detection From Optical Flow; N. Ohta. IV: Comparative Studies. Performance Characteristics of Low-level Motion Estimators in Spatiotemporal Images; B. Jähne, H. Haussecker. Evaluation of Numerical Solution Schemes for Differential Equations; R. Kozera, R. Klette. Experimental Comparative Evaluation of Feature Point Tracking Algorithms; J. Verestóy, D. Chetverikov. V: Selected Methods and Algorithms. Evaluation of an Optical Flow Method for Measuring 2D and 3D Corn Seedling Growth; J.L. Barron, A. Liptay. Unsupervised Learning for Robust Texture Segmentation; J.M. Buhmann, J. Puzicha. Confidence of Ground Control for Validating Stereo Terrain Reconstruction; G. Gimel'farb. Performance Analysis of Shape Recovery by Random Sampling and Voting; A. Imiya, K. Kawamoto. MultigridConvergence Based Evaluation of Surface Approximations; R. Klette, et al. Sensitivity Analysis of Projective Geometry 3D Reconstruction; M. Petrou, et al. A Systematic Approach to Error Sources for the Evaluation and Validation of a Binocular Vision System for Robot Control; D. Richter. VI: Domain-specific Evaluation: Medical Imaging. Error Metrics for Quantitative Evaluation of Medical Image Segmentation; W.J. Niessen, et al. Performance Characterization of Landmark Operators; K. Rohr, et al. Model-based Evaluation of Image Segmentation Methods; K.L. Vincken, et al. Index.

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