Resolving spectral mixtures : with applications from ultrafast time-resolved spectroscopy to super-resolution imaging /: with applications from ultrafast time-resolved spectroscopy to super-resolution imaging. (2016)

• Record Type: Book
• Further Information: Note: Volume editor, Cyril Ruckebusch.
• Editors: Ruckebusch, Cyril
• Contents: 1. Introduction. Ways and means to deal with the spectral mixture problem 2. Multivariate curve resolution – alternating least squares 3. Spectral unmixing using the concept of pure variables 4. Ambiguities in multivariate curve resolution 5. Multivariate curve resolution of compressed data 6. Experimental and data analytical approaches to automating multivariate curve resolution in the analysis of hyperspectral images 7. Implementation of smoothness - roughness constraints in multivariate curve resolution – alternating least squares 8. Super-resolution in vibrational spectroscopy: from multiple low resolution images to high resolution images 9. Multivariate curve resolution for Magnetic Resonance Image analysis: applications in prostate cancer biomarkers development 10. Deconvolution of complex hyphenated chromatographic data with spectral detection 11. Analysis and resolution of ultrafast time-resolved spectroscopy data 12. Independent component analysis: theory and applications 13. Multiresolution analysis and chemometrics for pattern enhancement and resolution in spectral signals and images 14. Bayesian Positive Source Separation factorization of spectral mixtures 15. Linear and nonlinear unmixing in hyperspectral imaging 16. Endmember library approaches to resolve spectral mixing problems in remotely sensed data: challenges, potential and applications 17. Unmixing of hyperspectral image by taking into account spectral and spatial dimension of data 18. Sparse-based models and filter-based approaches on hyperspectral analysis
• Publisher Details: Amsterdam : Elsevier
• Publication Date: 2016
• Extent: 1 online resource
• Subjects: 535.84; Spectrum analysis; Time-resolved spectroscopy; Image processing; Signal processing
• Languages: English
• ISBNs: 9780444636447
• Related ISBNs: 9780444636386
• Notes: Note: Description based on CIP data; item not viewed.
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