TY - JOUR
T1 - Image-based analysis of electrochromic materials
T2 - Gamma correction with a LEGO luminance checker
AU - Velasco, Jon
AU - Galán, Pablo
AU - Gajjala, Rajendra Kumar R.
AU - Fernández, Eduardo
AU - Trimaille, Justine
AU - Hihn, Jean Yves
AU - Lakard, Boris
AU - Álvarez-Gila, Aitor
AU - Picón, Artzai
AU - del Campo, F. Javier
N1 - Publisher Copyright:
© 2025 Elsevier Ltd
PY - 2025/6/10
Y1 - 2025/6/10
N2 - This study explores the use of smartphone RGB cameras for reflectance measurements in electrochromic systems, using tungsten trioxide (WO₃) electrodes. The work highlights the challenges and inaccuracies introduced by gamma correction. While gamma correction enhances image aesthetics, it introduces significant non-linearities in RGB data, complicating scientific analyses. We propose an innovative calibration method using LEGO® pieces as a reliable luminance reference, allowing for accurate gamma correction. Our methodology ensures consistent and precise measurements across varying lighting conditions, bridging the gap between traditional spectrophotometry and accessible image-based analysis. By comparing results from RGB cameras with UV-Vis spectroscopy, we demonstrate that corrected RGB data can reliably replicate spectrophotometric data in terms of contrast ratio and response time, making this approach viable for low-cost, portable diagnostics, as well as for diverse scientific applications. This work demonstrates the potential of RGB cameras in scientific research and proposes image analysis protocols for their use in electrochromic studies.
AB - This study explores the use of smartphone RGB cameras for reflectance measurements in electrochromic systems, using tungsten trioxide (WO₃) electrodes. The work highlights the challenges and inaccuracies introduced by gamma correction. While gamma correction enhances image aesthetics, it introduces significant non-linearities in RGB data, complicating scientific analyses. We propose an innovative calibration method using LEGO® pieces as a reliable luminance reference, allowing for accurate gamma correction. Our methodology ensures consistent and precise measurements across varying lighting conditions, bridging the gap between traditional spectrophotometry and accessible image-based analysis. By comparing results from RGB cameras with UV-Vis spectroscopy, we demonstrate that corrected RGB data can reliably replicate spectrophotometric data in terms of contrast ratio and response time, making this approach viable for low-cost, portable diagnostics, as well as for diverse scientific applications. This work demonstrates the potential of RGB cameras in scientific research and proposes image analysis protocols for their use in electrochromic studies.
KW - Analytical apparatus
KW - Electrochromic materials
KW - Image-based analysis
KW - Smartphone
KW - Spectrophotometry
UR - http://www.scopus.com/inward/record.url?scp=105000860547&partnerID=8YFLogxK
U2 - 10.1016/j.electacta.2025.146062
DO - 10.1016/j.electacta.2025.146062
M3 - Article
AN - SCOPUS:105000860547
SN - 0013-4686
VL - 525
JO - Electrochimica Acta
JF - Electrochimica Acta
M1 - 146062
ER -