Advances in machine vision : strategies and applications

edited by Colin Archibald, Emil Petriu

This book describes recent strategies and applications for extracting useful information from sensor data. For example, the methods presented by Roth and Levine are becoming widely accepted as the "best" way to segment range images, and the neural network methods for alpha numeric character recognition, presented by K. Yamada, are believed to be the best yet presented. An applied system to analyze the images of dental imprints presented by J. Cote, et al is one of several examples of image processing system designer. Important aspects of the automation of processes are presented in a practical way which can provide immediate new capabilities in fields as diverse as biomedical image processing, document processing, industrial automation, understanding human perception, and the defence industries. The book is organized into secitons describing Model Driven Feature Extraction, Data Driven Feature Extraction, Neural Networks, Model Building, and Applications.

「Nielsen BookData」より

[目次]

  • Random sampling for pose determination and refinement, G. Roth and M. Levine
  • robust high breakdown estimation and consensus, P. Meer
  • model-based synthesis of vision routines, T. Messer
  • electromagnetic models for perceptual grouping, T. Pun
  • multiple-font alpha-numeric recognition using multi-layer neural networks with a rejection function, K. Yamada
  • 3-D object model synthesis in a monocular imaging system, A.M. Earnshaw and A.K.C. Wong
  • a microcomputer based supervised system for automatic scoring of mitotic index in cytotoxicity studies, M. Garza-Jinich et al
  • a multi-operator approach for the segmentation of 3-D images of dental imprints, J. Cote et al
  • modeling sonar range sensors, D. Wilkes et al.

「Nielsen BookData」より

この本の情報

書名 Advances in machine vision : strategies and applications
著作者等 Archibald, Colin
Petriu, Emil
Petriu E.
シリーズ名 Series in computer science
出版元 World Scientific
刊行年月 1992
ページ数 viii, 370 p.
大きさ 23 cm
ISBN 9810209762
NCID BA19021134
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言語 英語
出版国 シンガポール
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