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Published on: February 23, 2017
High-precision camera distortion measurements with a "calibration harp".
Zhongwei Tang1, Rafael Grompone von Gioi, Pascal Monasse
1Electrical and Computer Engineering, University of Minnesota, Minneapolis, Minnesota 55455, USA. tang@cmla.ens‑cachan.fr
This study introduces a novel "calibration harp" for precise digital camera distortion measurement, overcoming limitations of traditional flat patterns. This method achieves sub-pixel accuracy, enhancing camera calibration and distortion correction reliability.
Area of Science:
- Optics and Photonics
- Computer Vision
- Metrology
Background:
- Traditional digital camera distortion measurement relies on flat patterns, which are difficult to fabricate and validate for flatness.
- This limitation restricts the achievable precision in measuring lens distortion.
- Existing methods may lead to internal compensation errors in global camera calibration algorithms.
Purpose of the Study:
- To develop a high-precision measurement tool for digital camera distortion.
- To introduce a novel method that overcomes the limitations of traditional flat patterns.
- To enable objective and reliable evaluation of distortion correction algorithms and camera calibration.
Main Methods:
- Development of a "calibration harp" using precisely stretched straight lines (strings) as an alternative to flat patterns.
- Implementation of algorithms to automatically compute two complementary lens distortion measurements from harp photographs.
- Evaluation of the method's precision using images corrected by state-of-the-art algorithms and popular software.
Main Results:
- Demonstrated sub-pixel precision (2/100 pixels) in distortion measurement using the calibration harp.
- The harp provides an objective and reliable way to assess the performance of distortion correction techniques.
- The method facilitates the selection of appropriate distortion models for global camera calibration, reducing inherent errors.
Conclusions:
- The calibration harp offers a significant advancement in high-precision camera distortion measurement.
- This technique enhances the automation, reliability, and precision of various distortion correction and camera calibration methods.
- The developed method provides a robust tool for scientific and industrial applications requiring accurate camera metrology.
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