Astronomical Image and Data Analysis

With information and scale as central themes, this comprehensive survey explains how to handle real problems in astronomical data analysis using a modern arsenal of powerful techniques. It treats those innovative methods of image, signal, and data processing that are proving to be both effective and...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Starck, J.-L (Autor), Murtagh, F. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2006.
Edición:2nd ed. 2006.
Colección:Astronomy and Astrophysics Library,
Temas:
Astronomy-Observations.
Statistics .
Database management.
Information storage and retrieval systems.
Astronomy, Observations and Techniques.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Statistical Theory and Methods.
Database Management.
Information Storage and Retrieval.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction to Applications and Methods
  • Filtering
  • Deconvolution
  • Detection
  • Image Compression
  • Multichannel Data
  • An Entropic Tour of Astronomical Data Analysis
  • Astronomical Catalog Analysis
  • Multiple Resolution in Data Storage and Retrieval
  • Towards the Virtual Observatory
  • Appendix A: A trous Wavelet Transform
  • Appendix B: Picard Iteration
  • Appendix C: Wavelet Transform Using the Fourier Transform
  • Appendix D: Derivative Needed for the Minimization
  • Appendix E: Generalization of the Derivative Needed for Minimization
  • Appendix F: Software and Related Developments.-References
  • Index.

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