Measurement uncertainty in Fourier coefficient-based time series reconstruction considering calibration effects in thermal imaging

Roger Solé, Conrad Ferrer, Oriol Aviñó-Salvadó, Xavier Jordà, Xavier Perpiñà.

IEEE Transactions on Instrumentation and Measurement

A robust methodology is proposed for determining and assessing measurement uncertainties in thermal imaging systems when the Fourier coefficient-based time-reconstructed method is used. This comprehensive approach addresses factors such as camera-induced noise, setup-related errors, and data postprocessing strategies. As a case study, this methodology is applied to measure a thermal test chip (TTC) using a thermo-reflectance (TR) setup. The results are validated with the stroboscopic boxcar averaging technique. This study yields valuable insights. The camera introduces a Rayleigh-distributed white noise, which is extracted in both postprocessing methods. Image registration mitigates thermo-mechanical displacements during calibration effectively. Key uncertainties are identified for each method. Registration and calibration errors remain under 5%, with camera noise contributing only 0.5° C of measurement uncertainty. These uncertainties allow for accurate thermal measurements with a precision of 2° C and preserving a high spatial resolution ( 1 μ m).

Link DOI: 10.1109/TIM.2024.3441016

3 Comments

  1. This Fourier-based thermal imaging methodology is impressive! The sub-5% uncertainty across calibration errors mirrors the precision engineering I’ve seen in gaming platforms. Just as gogojili download apk systems maintain accuracy under heavy loads, your 2°C precision with high spatial resolution sets a new benchmark. Excellent validation approach!

  2. The psychological boundaries for responsible gaming on JL78 are impressive; check out jl78 login to explore their mindful approach before diving into slots or live dealer games today.

  3. Man, the focus on AI and blockchain is huge. Makes the whole ‘predictive intelligence’ sound legit. Check out filbet app apk; it seems built for the next wave of gaming tech.

Leave a Reply to filbetapp

Your email address will not be published. Required fields are marked *

Your Comment