Performance Characterization in Computer Vision
By: edited by Reinhard Klette, H. Siegfried Stiehl, Max A. Viergever, Koen L. Vincken
Contributors: Stiehl, H. Siegfried; Viergever, Max A.; Vincken, Koen L.
Series: Computational Imaging and Vision -- 17; Computational Imaging and Vision -- 17
Publisher: Springer Netherlands
Published: 2000
Place of publication: Dordrecht
Language: eng
Format: [electronic resource] /
Number of pages: 317
ISBN-13: 9789048154876; 9789401595384
Subjects: Computer vision; Algorithms; Computer science
Description: 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.
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