Temperature and Dye Concentration Effects on Camera Calibration in Underwater Environments

Camera calibration methods in underwater environments are widely used for computer vision applications, such as 3D reconstruction. In the present study, the effects of temperature and dye concentration on the camera calibration matrix were analyzed for underwater environments. Experimental results showed that both effects changed the estimations of the principal point, reprojection error and focal length. Zhang estimations presented a more linear tendency of the focal length and a lower reprojection error than Bouguet estimations in diverse underwater conditions. According to the analysis results, it is highly recommended to consider these effects during camera calibration tasks in underwater environments for 3D reconstruction and other vision applications.

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Publication Details

Journal
IEEE Access
Published
2025-01-01
DOI
https://doi.org/10.1109/access.2025.3613461
Primary Topic
Image Enhancement Techniques
Type
article
Field-Weighted Citation Impact
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article

Temperature and Dye Concentration Effects on Camera Calibration in Underwater Environments

Leonardo A. Baldenegro‐Pérez, M.I. Medina-Montes, Tomás Salgado-Jiménez, Leonardo Barriga‐Rodríguez et al.
IEEE Access
Image Enhancement Techniques
article

Temperature and Dye Concentration Effects on Camera Calibration in Underwater Environments

Leonardo A. Baldenegro‐Pérez, M.I. Medina-Montes, Tomás Salgado-Jiménez, Leonardo Barriga‐Rodríguez, Javier G. Fernandez, Cristian H. Sánchez-Saquín
article en

Abstract

Camera calibration methods in underwater environments are widely used for computer vision applications, such as 3D reconstruction. In the present study, the effects of temperature and dye concentration on the camera calibration matrix were analyzed for underwater environments. Experimental results showed that both effects changed the estimations of the principal point, reprojection error and focal length. Zhang estimations presented a more linear tendency of the focal length and a lower reprojection error than Bouguet estimations in diverse underwater conditions. According to the analysis results, it is highly recommended to consider these effects during camera calibration tasks in underwater environments for 3D reconstruction and other vision applications.

IEEE AccessVol. 13
X-Fab (Germany) (DE), Center for Engineering and Industrial Development (MX)
Openalex Percentile: Top 74%
Image Enhancement Techniques
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