Image-based analysis of electrochromic materials: Gamma correction with a LEGO luminance checker

被引:0
|
作者
Velasco, Jon [1 ]
Galan, Pablo [2 ]
Gajjala, Rajendra Kumar R. [1 ]
Fernandez, Eduardo [1 ]
Trimaille, Justine [3 ]
Hihn, Jean-Yves [3 ]
Lakard, Boris [3 ]
Alvarez-Gila, Aitor [2 ]
Picon, Artzai [2 ]
del Campo, F. Javier [1 ,4 ]
机构
[1] BCMaterials, Basque Ctr Mat Applicat & Nanostruct, UPV EHU Sci Pk, Leioa 48940, Vizcaya, Spain
[2] TECNALIA, Basque Res & Technol Alliance BRTA, Parque Tecnol Bizkaia,C Geldo Edificio 700, E-48160 Derio Bizkaia, Spain
[3] Univ Marie & Louis Pasteur, Inst UTINAM UMR 6213, CNRS, F-25000 Besancon, France
[4] Basque Fdn Sci, IKERBASQUE, Bilbao 48009, Spain
关键词
Image-based analysis; Smartphone; Electrochromic materials; Spectrophotometry; Analytical apparatus; EFFICIENCY; BIOSENSORS; POLYMERS; DEVICES; WO3;
D O I
10.1016/j.electacta.2025.146062
中图分类号
O646 [电化学、电解、磁化学];
学科分类号
081704 ;
摘要
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 (R) 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.
引用
收藏
页数:9
相关论文
共 23 条
  • [21] Image-based analysis of skeletal muscle mass predicts cisplatin dose-limiting toxicity in patients with locally advanced head and neck cancer
    Najiba Chargi
    Fereshta Bashiri
    Anne W. Wendrich
    Ernst J. Smid
    Pim A. de Jong
    Alwin D. R. Huitema
    Lot. A. Devriese
    Remco de Bree
    European Archives of Oto-Rhino-Laryngology, 2022, 279 : 3685 - 3694
  • [22] Image-based analysis of skeletal muscle mass predicts cisplatin dose-limiting toxicity in patients with locally advanced head and neck cancer
    Chargi, Najiba
    Bashiri, Fereshta
    Wendrich, Anne W.
    Smid, Ernst J.
    de Jong, Pim A.
    Huitema, Alwin D. R.
    Devriese, Lot A.
    de Bree, Remco
    EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY, 2022, 279 (07) : 3685 - 3694
  • [23] Shape Trumps Size: Image-Based Morphological Analysis Reveals That the 3D Shape Discriminates Intracranial Aneurysm Disease Status Better Than Aneurysm Size
    Juchler, Norman
    Schilling, Sabine
    Bijlenga, Philippe
    Kurtcuoglu, Vartan
    Hirsch, Sven
    FRONTIERS IN NEUROLOGY, 2022, 13