A Novel Stereo-radiation Detection Device Calibration Method using Planar Homography
Pathum Rathnayaka, Seung-Hae Baek, Soon-Yong Park
2015
Abstract
A radiation detection device, also known as a particle detector, is a device used to detect, track and identify the presence of radiation sources within a given area or environment. In general, a stereo-radiation detection device consists with two radiation detection devices and used to estimate 3D distances to radiation sources accurately. In computer vision, device calibration is more important and to obtain accurate results using such devices, they have to be calibrated first. Many stereo camera calibration methods have been introduced throughout the last few decades but a proper stereo radiation device calibration method has not yet been introduced. In this work, we propose a new stereo-radiation detector calibration method using planar Homography. The calibrated devices are used to estimate 3D distances to radiation sources and we obtained very accurate results with an error of less than 6%.
References
- Feng, Y., Leng, J. and Zhang, Y., 2009. Calibration of Forced Lane Changing Model Based on Close-Range Photogrammetry. In 2009 International Workshop on Intelligent Systems and Applications. IEEE, pp. 1-4. Available at: http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm? arnumber=5072773 [Accessed December 18, 2014].
- Hartley, R. and Zisserman, A., 2003. Multiple View Geometry in Computer Vision, Available at: http://books.google.co.kr/books/about/Multiple_View _Geometry_in_Computer_Visio.html?id=si3R3Pfa98 QCandpgis=1 [Accessed December 18, 2014].
- Kwon, H., Park, J. and Kak, A.C., 2007. A New Approach for Active Stereo Camera Calibration. In Proceedings 2007 IEEE International Conference on Robotics and Automation. IEEE, pp. 3180-3185. Available at: http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm? arnumber=4209581 [Accessed December 18, 2014].
- Lee, W. and Wehe, D., 2004. 3D position of radiation sources using an automated gamma camera and ML algorithm with energy-dependent response functions. In Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. pp. 270-275.
- Park, S.Y. and Park, G.G., 2010. Active calibration of camera-projector systems based on planar homography. In Proceedings - International Conference on Pattern Recognition. pp. 320-323.
- Saganti, P.B. et al., 2001. Visual assessment of the radiation distribution in the ISS Lab module: visualization in the human body. Physica medica?: PM?: an international journal devoted to the applications of physics to medicine and biology?: official journal of the Italian Association of Biomedical Physics (AIFB), 17 Suppl 1, pp.106-112.
- Wei, G.-Q. and Ma, S.D., 1993. A complete two-plane camera calibration method and experimental comparisons. 1993 (4th) International Conference on Computer Vision.
- Yamashita, M., Tonouchi, M. and Hangyo, M., 2000. Visualization of supercurrent distribution by THz radiation mapping. Physica B: Condensed Matter, 284- 288, pp.2067-2068. Available at: http://www.sciencedirect.com/science/article/pii/S092 1452699028951 [Accessed December 18, 2014].
- Yu, H. and Wang, Y., 2006. An improved self-calibration method for active stereo camera. In Proceedings of the World Congress on Intelligent Control and Automation (WCICA). pp. 5186-5190.
- Zhang, Z., 2000. A flexible new technique for camera calibration. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(11), pp.1330-1334.
Paper Citation
in Harvard Style
Rathnayaka P., Baek S. and Park S. (2015). A Novel Stereo-radiation Detection Device Calibration Method using Planar Homography . In Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2015) ISBN 978-989-758-089-5, pages 112-116. DOI: 10.5220/0005305401120116
in Bibtex Style
@conference{visapp15,
author={Pathum Rathnayaka and Seung-Hae Baek and Soon-Yong Park},
title={A Novel Stereo-radiation Detection Device Calibration Method using Planar Homography},
booktitle={Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2015)},
year={2015},
pages={112-116},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005305401120116},
isbn={978-989-758-089-5},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2015)
TI - A Novel Stereo-radiation Detection Device Calibration Method using Planar Homography
SN - 978-989-758-089-5
AU - Rathnayaka P.
AU - Baek S.
AU - Park S.
PY - 2015
SP - 112
EP - 116
DO - 10.5220/0005305401120116