PyThermLIA: A Python library to implement digital lock-in processing

PyThermLIA is a free and open-source Python library that implements a Digital Lock-in Amplifier for processing videos recorded by generic digital cameras. This library processes data from a temporal image sequence using an algorithm that applies the discrete Fourier transform to perform offline lock-in analysis. The functionality of the PyThermLIA was validated by processing a long temporal image sequence obtained with a thermographic camera in a widely known active lock-in infrared thermography experiment. The amplitude and phase lag images extracted from processing are displayed via a graphical user interface testing, only developed for this purpose. The results were compared with those obtained using a thermographic camera embedded lock-in module.

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Publication Details

Journal
SoftwareX
Published
2025-10-07
DOI
https://doi.org/10.1016/j.softx.2025.102397
Primary Topic
Biological and pharmacological studies of plants
Type
article
Field-Weighted Citation Impact
0.00
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article

PyThermLIA: A Python library to implement digital lock-in processing

SoftwareX
Biological and pharmacological studies of plants
article

PyThermLIA: A Python library to implement digital lock-in processing

article en

Abstract

PyThermLIA is a free and open-source Python library that implements a Digital Lock-in Amplifier for processing videos recorded by generic digital cameras. This library processes data from a temporal image sequence using an algorithm that applies the discrete Fourier transform to perform offline lock-in analysis. The functionality of the PyThermLIA was validated by processing a long temporal image sequence obtained with a thermographic camera in a widely known active lock-in infrared thermography experiment. The amplitude and phase lag images extracted from processing are displayed via a graphical user interface testing, only developed for this purpose. The results were compared with those obtained using a thermographic camera embedded lock-in module.

SoftwareXVol. 32
Universidad Autónoma del Estado de Hidalgo (MX), Universidad Politécnica Metropolitana de Hidalgo (MX), Instituto Politécnico Nacional (MX)
Openalex Percentile: Top 38%
Biological and pharmacological studies of plants
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