Facebook Twitter Instagram YouTube

Compressed sensing FTIR nano-spectroscopy and nano-imaging

TitleCompressed sensing FTIR nano-spectroscopy and nano-imaging
Publication TypeJournal Article
Year of Publication2018
AuthorsKästner, B, Schmähling, F, Hornemann, A, Ulrich, G, Hoehl, A, Kruskopf, M, Pierz, K, Raschke, MB, Wübbeler, G, Elster, C
JournalOptics Express
Date Published2018-07
Keywordsnano-imaging, nano-spectroscopy, near-field microscopy

Infrared scattering scanning near-field optical microscopy (IR s-SNOM) provides for spectroscopic imaging with nanometer spatial resolution, yet full spatio-spectral imaging is constrained by long measurement times. Here, we demonstrate the application of compressed sensing algorithms to achieve hyperspectral FTIR-based nano-imaging at an order of magnitude faster imaging speed to achieve the same spectral content compared to conventional approaches. At the example of the spectroscopy of a single vibrational resonance, we discuss the relationship of prior knowledge of sparseness of the employed Fourier base functions and sub-sampling. Compressed sensing nano-FTIR spectroscopy promises both rapid and sensitive chemical nano-imaging which is highly relevant in academic and industrial settings for fundamental and applied nano- and bio-materials research.


JILA follows the six University nodes' policies for ensuring harassment-free environments. For more detailed information regarding the University of Colorado policies, please read the Discrimination and Harassment Policy and Procedures.