Many kinds of color imaging systems have been developed and equipped with an image processing technique. Most accurate imaging systems are implemented if spectral systems and spectral image processing are utilized. In this paper, the machine learning techniques in spectral images that extend traditional image processing methods are considered. Advantages and drawbacks of learning methods in various applications are described and discussed.
Vladimir Bochko, Yoichi Miyake, Jussi Parkkinen, "Learning Techniques in Imaging System Design and Spectral Image Processing" in Proc. IS&T CGIV 2006 3rd European Conf. on Colour in Graphics, Imaging, and Vision, 2006, pp 452 - 457, https://doi.org/10.2352/CGIV.2006.3.1.art00093