Astronomical image and data analysis /

Astronomical image and data analysis /

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Bibliographic Details
Author / Creator:Starck, J.-L. (Jean-Luc), 1965-
Imprint:Berlin ; New York : Springer, c2002.
Description:xi, 289 p. : ill. (some col.) ; 24 cm.
Language:English
Series:Astronomy and astrophysics library, 0941-7834
Subject:
Imaging systems in astronomy -- Data processing.
Imaging systems in astronomy -- Data processing.
Format: Print Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/4810712
Hidden Bibliographic Details
Other authors / contributors:Murtagh, Fionn.
ISBN:3540428852 (hc : acid-free)
Notes:Includes bibliographical references (p. [265]-283) and index.

MARC

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504 |a Includes bibliographical references (p. [265]-283) and index. 
505 0 0 |g 1.  |t Introduction to Applications and Methods --  |t Transformation and Data Representation --  |t Mathematical Morphology --  |t Edge Detection --  |t Segmentation --  |t Pattern Recognition --  |g 2.  |t Filtering --  |t Multiscale Transforms --  |t Significant Wavelet Coefficients --  |t Filtering and Wavelet Coefficient Thresholding --  |t Haar Wavelet Transform and Poisson Noise --  |g 3.  |t Deconvolution --  |t The Deconvolution Problem --  |t Linear Regularized Methods --  |t CLEAN --  |t Bayesian Methodology --  |t Iterative Regularized Methods --  |t Wavelet-Based Deconvolution --  |t Deconvolution and Resolution --  |t Super-Resolution --  |g 4.  |t Detection --  |t From Images to Catalogs --  |t Multiscale Vision Model --  |t Detection and Deconvolution --  |g 5.  |t Image Compression --  |t Lossy Image Compression Methods --  |t Comparison --  |t Lossless Image Compression --  |t Large Images: Compression and Visualization --  |g 6.  |t Multichannel Data --  |t The Wavelet-Karhunen-Loeve Transform --  |t Noise Modeling in the WT-KLT Space --  |t Multichannel Data Filtering --  |t The Harr-Multichannel Transform --  |t Independent Component Analysis --  |g 7.  |t An Entropic Tour of Astronomical Data Analysis --  |t The Concept of Entropy --  |t Multiscale Entropy --  |t Multiscale Entropy Filtering --  |t Deconvolution --  |t Multichannel Data Filtering --  |t Background Fluctuation Analysis --  |t Relevant Information in an Image --  |t Multiscale Entropy and Optimal Compressibility --  |g 8.  |t Astronomical Catalog Analysis --  |t Two-Point Correlation Function --  |t Fractal Analysis --  |t Spanning Trees and Graph Clustering --  |t Voronoi Tessellation and Percolation --  |t Model-Based Clustering --  |t Wavelet Analysis --  |t Nearest Neighbor Clutter Removal --  |g 9.  |t Multiple Resolution in Data Storage and Retrieval --  |t Wavelets in Database Management --  |t Fast Cluster Analysis --  |t Nearest Neighbor Finding on Graphs --  |t Cluster-Based User Interfaces --  |t Images from Data --  |g 10.  |t Towards the Virtual Observatory --  |t Data and Information --  |t The Information Handling Challenges Facing Us.  |g App. A.  |t A Trous Wavelet Transform --  |g App. B.  |t Picard Iteration --  |g App. C.  |t Wavelet Transform Using the Fourier Transform --  |g App. D.  |t Derivative Needed for the Minimization --  |g App. E.  |t Generalization of the Derivative Needed for the Minimization --  |g App. F.  |t Software and Related Developments. 
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927 |t Library of Congress classification  |a QB51.3.I45 S73 2002  |l JCL  |c JCL-Sci  |e MAYB  |e CRERAR  |b 63413243  |i 7400043 
The Sumner Mayburg Library Fund, established with a bequest from her estate bookplate
The John Crerar Library bookplate

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