Title :
Modeling and compensation of geometric distortions of multispectral cameras with optical bandpass filter wheels
Author :
Brauers, Johannes ; Schulte, Nils ; Aach, Til
Author_Institution :
Inst. of Imaging & Comput. Vision, RWTH Aachen Univ., Aachen, Germany
Abstract :
High-fidelity colour reproduction requires multispectral cameras for image acquisition, which, unlike RGB cameras, divide the visible electromagnetic spectrum into more than 3 channels. This can be achieved by successively placing narrow-band optical filters with different passbands between object lens and sensor of a standard b/w camera. The filters are arranged on a filter wheel, the rotation of which moves the filters sequentially into the optical path. In practice, these filters exhibit different thicknesses and refraction indices, and are also not perfectly coplanar, resulting in geometric distortions between the recorded spectral components. We derive a mathematical model for these distortions. We additionally measure the effects of chromatic aberration, and incorporate these into our model. Based on this model, we then develop a registration algorithm which robustly estimates the parameters of an appropriate affine coordinate transformation. Experimental results using a seven-channel multispectral camera confirm both the validity of our model as well as the accuracy of the registration algorithm.
Keywords :
aberrations; affine transforms; band-pass filters; cameras; image colour analysis; image registration; lenses; optical distortion; optical filters; affine coordinate transformation; channel multispectral camera; chromatic aberration; geometric distortion; high fidelity colour reproduction; image acquisition; narrow band optical filter; object lens; optical bandpass filter wheel; parameter estimation; passband filter; refraction index; registration algorithm; standard b/w camera; Adaptive optics; Cameras; Image color analysis; Mathematical model; Optical distortion; Optical imaging; Optical signal processing;
Conference_Titel :
Signal Processing Conference, 2007 15th European
Conference_Location :
Poznan
Print_ISBN :
978-839-2134-04-6