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Pattern Analysis and Understanding : Springer Series in Information Sciences - Heinrich Niemann

Pattern Analysis and Understanding

Springer Series in Information Sciences

Paperback

Published: February 1990
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This text treats the problem of pattern analysis, that is, the automatic interpretation of sensor signals, in particular images, image sequences, and continuous speech. The emphasis of the book is on an integrated view covering the initial preprocessing and segmentation, the classification of individual objects, the representation of relevant data, the automatic determination of control strategy, and knowledge-based understanding of the input with respect to an internal model of the task domain. The view is based on the idea that pattern analysis proceeds from the sensor data via different levels of abstraction to the desired final representation. In this second edition, every chapter has been revised and partly rewritten. Material has been added to the chapters on segmentation, classification, and knowledge, and the chapters on preprocessing and control have been updated. The book is meant as an introductory text for the researcher and student specializing in this field.

1. Introduction.- 2. Preprocessing.- 3. Segmentation.- 4. Classification.- 5. Data.- 6. Control.- 7. Knowledge.- References.

ISBN: 9783540513780
ISBN-10: 3540513787
Series: Springer Series in Information Sciences
Audience: General
Format: Paperback
Language: English
Number Of Pages: 371
Published: February 1990
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 2.03
Weight (kg): 0.54
Edition Number: 2
Edition Type: Revised