<i>Discorpy</i>: algorithms and software for camera calibration and correction

Camera or lens-based detector calibration is essential for spatial accuracy in applications like dimensional tomography, optical metrology, and computer vision. Many methods and software exist yet there is still a lack of approaches that achieve both high accuracy and robustness while being easy to use and capable of handling a wide range of distortions. Radial lens distortion is common in high-resolution X-ray detector optics used in parallel-beam tomography at synchrotrons. Achieving sub-pixel accuracy requires calibrating with an optical target image. Although methods for characterizing radial distortion are well established, acquired images often also include perspective distortion and optical center offset. Here, we present our approaches to individually characterize and correct both types of distortion using a single calibration image, implemented in the Discorpy software.

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Publication Details

Journal
Journal of Synchrotron Radiation
Published
2025-04-09
DOI
https://doi.org/10.1107/s1600577525002267
Primary Topic
Advanced X-ray Imaging Techniques
Type
article
Field-Weighted Citation Impact
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article

Discorpy: algorithms and software for camera calibration and correction

Nghia T. Vo
Journal of Synchrotron Radiation
Advanced X-ray Imaging Techniques
article

Discorpy: algorithms and software for camera calibration and correction

Nghia T. Vo
article en

Abstract

Camera or lens-based detector calibration is essential for spatial accuracy in applications like dimensional tomography, optical metrology, and computer vision. Many methods and software exist yet there is still a lack of approaches that achieve both high accuracy and robustness while being easy to use and capable of handling a wide range of distortions. Radial lens distortion is common in high-resolution X-ray detector optics used in parallel-beam tomography at synchrotrons. Achieving sub-pixel accuracy requires calibrating with an optical target image. Although methods for characterizing radial distortion are well established, acquired images often also include perspective distortion and optical center offset. Here, we present our approaches to individually characterize and correct both types of distortion using a single calibration image, implemented in the Discorpy software.

Journal of Synchrotron RadiationVol. 32(3)
Brookhaven National Laboratory (US)
Openalex Percentile: Top 91%
Advanced X-ray Imaging Techniques
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