Abstract
We describe in detail a method for calibrating a multispectral imaging system based on interference filters. The calibration aims to remove systematic noises introduced by the sensor, and optic and/or filters from multispectral images. After which, we can correct the non-linearity of the sensor response. Systematic noises are measured through a rigorous protocol for acquiring offset, and thermal, and Flat-Field images. The methods for acquiring Flat-Field image, and linearizing sensor response are novel and particularly efficient in the case of a multispectral imaging system. Indeed, in such a system, the reconstruction of a spectrum for each pixel comes from the set of values taken by this pixel along the sequence of channel-images. This is an inverse problem requiring data of high accuracy, that is why the system must be well-calibrated.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
REFERENCES
G. E. Healey, & R. Kondepudy, Radiometric CCD camera calibration and noise estimation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 16(3), 1994, 267–276.
J. C. Mullikin, L. J. van Vliet, H. Netten, F. R. Boddeke, G. van der Feltz, & I. T. Young, Methods for ccd camera characterization, Spie Proceeding, 2173, 1994, 73–84.
M. W. Burke, Image Acquisition vol. 1 of Handbook of Machine Vision Engineering, Chapman & Hall, London, 1996.
H. M. G. Stokman, T. Gevers, & J. J. Koenderink, Color measurement by image spectrometry, Computer Vision and Image Understanding 79, 2000, 236–249.
G. Polder, & Gerie W. A. M. van der Heijden, Calibration and characterization of spectral imaging systems, Proceedings of SPIE, 4548, 2001, 10–17.
A. Mansouri, F. S. Marzani, & P. Gouton, Systematic noise characterization of a CCD camera: Application to a multispectral imaging system, CSIMTA special session in color and multispectral imaging, Cherbourg, 20-22 September, 2004.
S. Murchie, M. Robinson, H. Li, L. Prockter, E. Hawkins, W. Owen, B, Clark, & N. Izenberg, Inflight calibration of the near multispectral imager, Icarus, 155(1), 2002, 229–243.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Copyright information
© 2006 Springer
About this chapter
Cite this chapter
Mansouri, A., Sanchez, M., Marzani, F., Gouton, P. (2006). RADIOMETRIC CALIBRATION OF A MULTISPECTRAL CAMERA. In: Wojciechowski, K., Smolka, B., Palus, H., Kozera, R., Skarbek, W., Noakes, L. (eds) Computer Vision and Graphics. Computational Imaging and Vision, vol 32. Springer, Dordrecht. https://doi.org/10.1007/1-4020-4179-9_39
Download citation
DOI: https://doi.org/10.1007/1-4020-4179-9_39
Publisher Name: Springer, Dordrecht
Print ISBN: 978-1-4020-4178-5
Online ISBN: 978-1-4020-4179-2
eBook Packages: Computer ScienceComputer Science (R0)