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Fundamentals of Pattern Recognition - Couverture rigide

 
9780824788834: Fundamentals of Pattern Recognition

Synopsis

Revised, updated, and expanded throughout, this edition of Fundamentals of Pattern Recognition addresses the field of PR from a basic mathematical view-point - treating algebraic, topological, and categorical approaches of PR using concepts from homotopy, shape, and fibre spaces theories as well as computational topology.;Maintaining the features of the first edition, this resource: provides a new section on fibrewise topology that formalizes, for the first time, multicoloured, different gray level pictures and other complex signals consisting of base and value spaces and their interconnections; explores new artificial intelligence problems on the possible interplay between recursion theory and fibrewise image topology in connection with effectiveness and decidability problems; develops original techniques and results, such as the study of extremely irregular shapes by means of the mathematical theory of shape, finite topological spaces, and category theory's applications to PR; exhibits new figures of panoramic hierarchical classifications of all mathematical approaches to PR discussed; and presents five appendices that give quick overviews of dominant concepts in PR and related fields.;Containing open research and development problems to reinforce important methodologies, this second edition of Fundamentals of Pattern Recognition is a guide for applied mathematicians; electrical and electronics, systems, and computer engineers; computer scientists; and upper-level undergraduate and graduate students in applied mathematics and computer science courses in pattern recognition theory and artificial intelligence.

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Présentation de l'éditeur

Revised, updated, and expanded throughout, this edition of Fundamentals of Pattern Recognition addresses the field of PR from a basic mathematical view-point - treating algebraic, topological, and categorical approaches of PR using concepts from homotopy, shape, and fibre spaces theories as well as computational topology.;Maintaining the features of the first edition, this resource: provides a new section on fibrewise topology that formalizes, for the first time, multicoloured, different gray level pictures and other complex signals consisting of base and value spaces and their interconnections; explores new artificial intelligence problems on the possible interplay between recursion theory and fibrewise image topology in connection with effectiveness and decidability problems; develops original techniques and results, such as the study of extremely irregular shapes by means of the mathematical theory of shape, finite topological spaces, and category theory's applications to PR; exhibits new figures of panoramic hierarchical classifications of all mathematical approaches to PR discussed; and presents five appendices that give quick overviews of dominant concepts in PR and related fields.;Containing open research and development problems to reinforce important methodologies, this second edition of Fundamentals of Pattern Recognition is a guide for applied mathematicians; electrical and electronics, systems, and computer engineers; computer scientists; and upper-level undergraduate and graduate students in applied mathematics and computer science courses in pattern recognition theory and artificial intelligence.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

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9780824780258: Fundamentals of Pattern Recognition: Pure and Applied Mathematics, Vol 124

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ISBN 10 :  0824780256 ISBN 13 :  9780824780258
Editeur : Marcel Dekker Inc, 1988
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Pavel, Monique
ISBN 10 : 0824788834 ISBN 13 : 9780824788834
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Original boards. Etat : Near Fine. First Edition; First Impression. Review copy label on front pastedown. Light wear to spine, covers & corners. ; Octavo; 272 pages. N° de réf. du vendeur LCH47220

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Monique Pavel
Edité par MARCEL DEKKER INC, 1993
ISBN 10 : 0824788834 ISBN 13 : 9780824788834
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Pavel, Monique L.
Edité par Marcel Dekker, Inc., 1993
ISBN 10 : 0824788834 ISBN 13 : 9780824788834
Ancien ou d'occasion Couverture rigide

Vendeur : Mispah books, Redhill, SURRE, Royaume-Uni

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