Optimization in signal and image processing /

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 M...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Siarry, Patrick
Formato: Electrónico eBook
Idioma:Inglés
Francés
Publicado: London : Hoboken, NJ : ISTE ; Wiley, 2009.
Colección:Digital signal and image processing series.
Temas:
Signal processing.
Image processing.
Traitement du signal.
Traitement d'images.
image processing.
COMPUTERS > Information Theory.
TECHNOLOGY & ENGINEERING > Signals & Signal Processing.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Modeling and optimization in image analysis / Jean Louchet
  • Artificial evolution and the Parisian approach. Applications in the processing of signals and images / Pierre Collet, Jean Louchet
  • Wavelets and fractals for signal and image analysis / Abdeldjalil Ouahabi, Djedjiga Ait Aouit
  • Information criteria: examples of applications in signal and image processing / Christian Olivier, Olivier Alata
  • Quadratic programming and machine learning
  • large scale problems and sparsity / Gaëlle Loosli, Stéphane Canu
  • Probabilistic modeling of policies and application to optimal sensor management / Frederic Dambreville, Francis Celeste, Cecile Simonin
  • Optimizing emissions for tracking and pursuit of mobile targets / Jean-Pierre Le Cadre
  • Bayesian inference and Markov models / Christophe Collet
  • The use of hidden Markov models for image recognition: learning with artificial ants, genetic algorithms and particle swarm optimization / Sebastien Aupetit, Nicolas Monmarché, Mohamed Slimane
  • Biological metaheuristics for road sign detection / Guillaume Dutilleux, Pierre Charbonnier
  • Metaheuristics for continuous variables. The registration of retinal angiogram images / Johann Dréo, Jean-Claude Nunes, Patrick Siarry
  • Joint estimation of the dynamics and shape of physiological signals through genetic algorithms / Amine Naït-Ali, Patrick Siarry
  • Using interactive evolutionary algorithms to help fit cochlear implants / Pierre Collet [and others].

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