Del 50 - Series In Machine Perception And Artificial Intelligence

Empirical Evaluation Methods In Computer Vision

Inbunden, Engelska, 2002

AvHenrik I Christensen,P Jonathon Phillips,Henrik I. Christensen,P. Jonathon Phillips,CHRISTENSEN HENRIK I

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This book provides comprehensive coverage of methods for the empirical evaluation of computer vision techniques. The practical use of computer vision requires empirical evaluation to ensure that the overall system has a guaranteed performance.The book contains articles that cover the design of experiments for evaluation, range image segmentation, the evaluation of face recognition and diffusion methods, image matching using correlation methods, and the performance of medical image processing algorithms.

Produktinformation

Utgivningsdatum2002-05-09
Mått158 x 235 x 14 mm
Vikt390 g
FormatInbunden
SpråkEngelska
SerieSeries In Machine Perception And Artificial Intelligence
Antal sidor172
FörlagWorld Scientific Publishing Co Pte Ltd
ISBN9789810249533

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Automated performance evaluation of range image segmentation algorithms; training/test data partitioning for empirical performance evaluation; analyzing PCA-based face recognition algorithms -eigenvector selection and distance measures; design of a visual system for detecting natural events by the use of an independent visual estimate - a human fall detector; task-based evaluation of image filtering within a class of geometry-driven-diffusion algorithms; a comparative analysis of cross-correlation matching algorithms using a pyramidal resolution approach; performance evaluation of medical image processing algorithms.

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