Title :
Empirical modeling for colorimetric characterization of digital cameras
Author :
Bianco, Simone ; Schettini, Raimondo ; Vanneschi, Leonardo
Author_Institution :
Dept. of Comput. Sci., Syst. & Commun., Univ. of Milan-Bicocca, Milan, Italy
Abstract :
One of the most complete techniques that can be used to digitize an artefact is to generate its photo-textured 3D model, which combines high precision metrical information with a faithful color description of the object surfaces. In this work we focus on how to obtain reliable color information by colorimetrically characterizing the color sensors of the imaging device. To this end, a novel target based characterization procedure is proposed that exploits empirical polynomial modeling for colorimetric data estimation. Experimental results are reported and discussed.
Keywords :
cameras; colorimetry; image colour analysis; color information; colorimetric characterization; colorimetric data estimation; digital cameras; empirical polynomial modeling; high precision metrical information; imaging device color sensors; photo-textured 3D model; Charge coupled devices; Color; Computer science; Digital cameras; Image sensors; Nonlinear equations; Polynomials; Sensor phenomena and characterization; Silicon carbide; Vectors; Camera characterization; camera calibration; color management; device characterization;
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2009.5413828