Image Processing and Data Analysis: The Multiscale Approach

Image Processing and Data Analysis: The Multiscale Approach

Free eBook “Image processing and data analysis: The multiscale approach” by Jean-Luc Starck, Centre d’´ Etudes de Saclay and Fionn Murtagh.

Description

Powerful techniques have been developed in recent years for the analysis of digital data, especially the manipulation of images. This book provides an in-depth introduction to a range of these innovative, avant-garde data-processing techniques. It is available in pdf format as a free download.

Table of Contents

  • The wavelet transform
  • Multiresolution support and filtering
  • Deconvolution
  • 1D signals and Euclidean data analysis
  • Geometric registration
  • Disparity analysis in remote sensing
  • Image compression
  • Object detection and point clustering
  • Multiscale vision models

Book Details

Author(s): Jean-Luc Starck, Fionn Murtagh and Albert Bijaoui.
Format(s): PDF
File size: 7.10 MB
Number of pages: 315
Link: Download.








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