Optimisation in Signal and Image Processing

Siarry, Patrick

ISBN 10: 1848210442 / ISBN 13: 9781848210448

Verlag: ISTE Ltd and John Wiley & Sons Inc, 2009

Beschreibung

Describes the optimization methods commonly encountered in signal and image processing: artificial evolution and Parisian approach; wavelets and fractals; information criteria; training and quadratic programming; Bayesian formalism; probabilistic modeling; Markovian approach; hidden Markov models; and, metaheuristics. Editor(s): Siarry, Patrick. Series: ISTE. Num Pages: 352 pages, Illustrations. BIC Classification: UYS. Category: (P) Professional & Vocational. Dimension: 239 x 165 x 26. Weight in Grams: 694. . 2009. 1st Edition. Hardcover. . . . .

Bestandsnummer des Verkäufers V9781848210448

Bibliografische Details

• Titel: Optimisation in Signal and Image Processing
• Verlag: ISTE Ltd and John Wiley & Sons Inc
• Veröffentlichungsdatum: 2009
• Sprache: Englisch
• ISBN-10: 1848210442
• ISBN-13: 9781848210448
• Bindung: Hardcover
• Ausgabe: 1. Auflage
• Zustand: New

Über diesen Titel

Inhaltsangabe

This book describes the optimization methods most commonly encountered in signal and image processing: artificial evolution and Parisian approach; wavelets and fractals; information criteria; training and quadratic programming; Bayesian formalism; probabilistic modeling; Markovian approach; hidden Markov models; and metaheuristics (genetic algorithms, ant colony algorithms, cross-entropy, particle swarm optimization, estimation of distribution algorithms, and artificial immune systems).

Über die Autorin bzw. den Autor

Patrick Siarry is a Professor of Automatics and Informatics at the University of Paris-Est Créteil, where he leads the Image and Signal Processing team in the Laboratoire Images, Signaux et Systèmes Intelligents - LiSSi.