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Pattern Analysis and Understanding

Heinrich Niemann (Autor)

Buch | Softcover

XIV, 371 Seiten

1990 | 2nd ed.
Springer Berlin (Verlag)
978-3-540-51378-0 (ISBN)

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It provides an up-to-date discussion of all aspects of knowledge-based processing and understanding of patterns.

In this second edition every chapter of the first edition of Pattern Analysis has been updated and expanded. The general view of a system for pattern analysis and understanding has remained unchanged, but many details have been revised. A short account of light and sound has been added to the introduction, some normalization techniques and a basic introduction to morphological operations have been added to the second chapter. Chapter 3 has been expanded significantly by topics like motion, depth, and shape from shading; additional material has also been added to the already existing sections of this chapter. The old sections of Chap. 4 have been reorganized, a general view of the classification problem has been added and material provided to incorporate techniques of word and object recognition and to give a short account of some types of neural nets. Almost no changes have been made in Chap. 5. The part on representation of control structures in Chap. 6 has been shortened, a section on the judgement of results has been added. Chapter 7 has been rewritten almost completely; the section on formal grammars has been reduced, the sections on production systems, semantic networks, and knowledge acquisition have been expanded, and sections on logic and explanation added. The old Chaps. 8 and 9 have been omitted. In summary, the new edition is a thorough revision and extensive update of the first one taking into account the progress in the field during recent years.

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

Erscheint lt. Verlag	15.2.1990
Reihe/Serie	Springer Series in Information Sciences
Zusatzinfo	XIV, 371 p. 21 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	558 g
Themenwelt	Naturwissenschaften ► Physik / Astronomie ► Optik
Themenwelt	Technik ► Elektrotechnik / Energietechnik
Schlagworte	classification • Image understanding • Knowledge-Based Pattern Recognition • Pattern Analysis • pattern recognition • Speech Understanding
ISBN-10	3-540-51378-7 / 3540513787
ISBN-13	978-3-540-51378-0 / 9783540513780
Zustand	Neuware