Data Compression and Compressed Sensing in Imaging Mass...

Main
Data Compression and Compressed Sensing...

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

Name: Data Compression and Compressed Sensing in Imaging Mass Spectrometry and Sporadic Communication
ISBN: 9783832591663

Andreas Bartels

0 / 0

0 comments

Bu kitabı ne kadar beğendiniz?

İndirilen dosyanın kalitesi nedir?

Kalitesini değerlendirmek için kitabı indirin

İndirilen dosyaların kalitesi nedir?

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.

Yıl:

2014

Baskı:

Yayımcı:

Logos Verlag Berlin

Dil:

english

Sayfalar:

192

ISBN 10:

3832591664

ISBN 13: