Data Compression and Compressed Sensing in Imaging Mass Spectrometry and Sporadic Communication.

Bartels, Andreas:

ISBN 10: 383253850X / ISBN 13: 9783832538507

Published by Berlin, Logos Verlag Berlin, 2014

About this Item

192 S. Ehem. Bibliotheksexemplar mit Signatur und Stempel. GUTER Zustand, ein paar Gebrauchsspuren. Ex-library with stamp and library-signature. GOOD condition, some traces of use. R-01126 9783832538507 Sprache: Englisch Gewicht in Gramm: 550.

Seller Inventory # 2444192

Bibliographic Details

• Title: Data Compression and Compressed Sensing in Imaging Mass Spectrometry and Sporadic Communication.
• Publisher: Berlin, Logos Verlag Berlin
• Publication Date: 2014
• Language: English
• ISBN 10: 383253850X
• ISBN 13: 9783832538507
• Binding: Softcover
• Weight: 550 grams
• Seller catalogs:
  • AA Varia

About this title

Synopsis

This thesis contributes to the fields of data compression and compressed sensing and their application to imaging mass spectrometry and sporadic communication. Compressed sensing is mainly built on the knowledge that most data is compressible or sparse, meaning that most of its content is redundant and not worth being measured. As a main result in this work, a compressed sensing model for imaging mass spectrometry is introduced. It combines peak-picking of the spectra and denoising of the m/z-images A robustness result for the reconstruction of compressed measured data is presented which generalizes known reconstruction guarantees.