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Implementacija in analiza tomografskega slikanja na osnovi sunkovne fototermalne radiometrije v realističnih simulacijah
ID Cvetko, Tomaž (Author), ID Majaron, Boris (Mentor) More about this mentor... This link opens in a new window

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Abstract
V magistrski nalogi je predstavljena analiza tomografskega slikanja iz realistično simuliranih meritev sunkovne fototermalne radiometrije (SFTR). V vzorcu, izpostavljenem sunku laserske svetlobe se na mestih absorberjev vzpostavi temperaturni dvig, ki povzroči prehodno povišano infrardeče (IR) sevanje. Na podlagi meritev s hitro IR kamero je mogoče rekonstruirati tridimenzionalni temperaturni profil, vzpostavljen tik po laserskem sunku. Rekonstrukcijo tomografskih slik opravlja nova, časovno optimizirana implementacija minimizacijskega algoritma, tako imenovane metode $\nu$. Analiza tomografskega slikanja temelji na izračunih iz simuliranih meritev s spektralno odvisnim šumom, ki realistično posnemajo vedenje obstoječe eksperimentalne opreme v našem laboratoriju. Združevanje meritev ponuja možnost skrajšanja računskega časa kot tudi izboljšanja razmerja signal-šum v vhodnem signalu. Statistična analiza kvalitete rekonstrukcij je pokazala, da neenakomerno kvadratično združevanje meritev omogoča nekajkratno zmanjšanje računskega časa brez izgube kvalitete tomografske slike. Zajem radiometričnih slik z visoko časovno ločljivostjo omogoča lokalizacijo absorberjev, manjših od elementov detektorja. Simulacije nakazujejo, da je superresolucijsko slikanje absorberjev velikosti 10 mikrometrov s hitro kamero z ločljivostjo 30 mikrometrov mogoče.

Language:Slovenian
Keywords:sunkovna fototermalna radiometrija, SFTR, infrardeča tomografija, rekonstrukcija slike, združevanje meritev, superresolucija
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FMF - Faculty of Mathematics and Physics
Year:2022
PID:20.500.12556/RUL-138618 This link opens in a new window
COBISS.SI-ID:115311619 This link opens in a new window
Publication date in RUL:03.08.2022
Views:423
Downloads:111
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Secondary language

Language:English
Title:Implementation and analysis of tomographic imaging based on pulsed photothermal radiometry in realistic simulations
Abstract:
This thesis presents analysis of tomographic imaging from realistically simulated measurements of pulsed photothermal radiometry (PPTR). PPTR involves measurement of transient changes in mid-infrared (IR) emission from a sample surface after irradiation with a short light pulse. From a radiometric record obtained with a fast IR camera, light-induced temperature field inside the sample can be reconstructed in three dimensions (3D). Image reconstruction is performed with our new optimized implementation of the ''$\nu$-method'' minimization algorithm. Analysis of the tomographic imaging is based on calculations from simulated measurements with added pink noise, which realistically imitate an actual mid-IR detection system. Binning of the signal data points offers the possibility of reducing the computational time, as well as increasing the signal to noise ratio of the input signal. Statistical analysis of the image reconstruction quality has shown that progressive quadratic binning significantly reduces computational cost without adversely affecting the outcome. High temporal resolution of the radiometric records opens the possibility of detecting absorbers with dimensions below the resolution of the camera. Simulations suggest that superresolution imaging of absorbers with 10 micrometre diameter is possible with a fast IR camera with resolution of 30 micrometre.

Keywords:pulsed photothermal radiometry, PPTR, infrared tomography, image reconstruction, binning, superresolution

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