Development of the super-resolution applied to imaging in vibrational spectroscopy
Description
Vibrational spectroscopic imaging (infrared and Raman) is a powerful technique for visualizing the distribution of chemical compounds of complex samples. Due to the very high content of information contained in their spectrum, vibrational spectroscopies have taken more and more importance in molecular imaging. With such far-field imaging spectroscopy, the resolution limit is first and foremost dictated by the photon wavelength due to diffraction limit. This becomes a real constraint when micron-sized or submicron-sized samples are analyzed because no more details are present in generated images. Thus increasing the spatial resolution is still a major challenge for a better characterization of the analyzed samples. Two approaches have emerged to go beyond this limit. The first approach focuses on the instrumental development such as the near-field spectroscopy. The second approach is an algorithmic one. It attempts to push the limits of resolution of optical system by the mathematical analysis of images generated on conventional far-field spectrometers. The aim of the presented work is to develop and optimize of a new concept called 'super-resolution' in imaging for mid-infrared, near infrared and Raman spectroscopy in order to increase the spatial resolution. Different samples forms of pharmaceutical, biological or environmental origins will be exploited. (author)
Abstract (French)
Les spectroscopies vibrationnelles infrarouge et Raman sont de formidables techniques d'analyse pour la caracterisation d'echantillons complexes. Elles permettent effectivement d'acceder a une grande richesse d'information moleculaire. Au-dela des caracterisations macroscopiques de ces techniques, le couplage des spectrometres a des microscopes rend possible la generation de cartographies representant les distributions spatiales des especes chimiques de l'echantillon analyse. Malgre ce fort potentiel, ces spectroscopies sont mal adaptees a l'imagerie d'echantillons de taille micrometrique et submicrometrique. Leurs resolutions spatiales en partie fixees par la limite de diffraction sont effectivement restreintes. L'augmentation de la resolution spatiale est donc toujours un enjeu majeur pour permettre une meilleure caracterisation des echantillons analyses. Deux approches se sont degagees pour ameliorer cette limite. La premiere solution est centree sur le developpement instrumental comme par exemple la spectroscopie champ proche. La seconde approche algorithmique tente de repousser les limites de resolution de systeme optique par le traitement mathematique et statistique des images generees sur des spectrometres classiques en champ lointain. C'est dans ce cadre que s'inscrit notre recherche. Nous presenterons ainsi dans ce travail le developpement et l'optimisation d'un nouveau concept dit de 'super-resolution' adapte aux imageries des spectroscopies moyen infrarouge, proche infrarouge et Raman. Differents echantillons d'origines pharmaceutiques, biologiques ou environnementales seront alors exploites. (auteur)Files
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Additional details
Additional titles
- Original title (French)
- Developpement de la super-resolution appliquee a l'imagerie des spectroscopies vibrationnelles
Publishing Information
- Imprint Pagination
- 207 p.
- Report number
- FRNC-TH--13727
INIS
- Country of Publication
- France
- Country of Input or Organization
- France
- INIS RN
- 54002436
- Subject category
- S75: CONDENSED MATTER PHYSICS, SUPERCONDUCTIVITY AND SUPERFLUIDITY; S46: INSTRUMENTATION RELATED TO NUCLEAR SCIENCE AND TECHNOLOGY;
- Resource subtype / Literary indicator
- Thesis
- Descriptors DEI
- ALGORITHMS; COMPUTERIZED SIMULATION; IMAGE PROCESSING; INFRARED SPECTRA; INFRARED SPECTROMETERS; INTERMEDIATE INFRARED RADIATION; INTERPOLATION; MECHANICAL VIBRATIONS; NEAR INFRARED RADIATION; OPTICAL MICROSCOPY; RAMAN SPECTRA; RAMAN SPECTROSCOPY; SIGNAL-TO-NOISE RATIO; SPATIAL RESOLUTION; SYNCHROTRON RADIATION SOURCES
- Descriptors DEC
- DIMENSIONLESS NUMBERS; ELECTROMAGNETIC RADIATION; INFRARED RADIATION; LASER SPECTROSCOPY; MATHEMATICAL LOGIC; MATHEMATICAL SOLUTIONS; MEASURING INSTRUMENTS; MICROSCOPY; NUMERICAL SOLUTION; PROCESSING; RADIATION SOURCES; RADIATIONS; RESOLUTION; SIMULATION; SPECTRA; SPECTROMETERS; SPECTROSCOPY
Optional Information
- Notes
- 211 refs.; Available from the INIS Liaison Officer for France, see the INIS website for current contact and E-mail addresses