Title :
Color scanner calibration via a neural network
Author :
Vrhel, M.J. ; Trussell, H.J.
Author_Institution :
Color Savvy Syst. Ltd., Springboro, OH, USA
Abstract :
The mathematical formulation of calibrating color scanners is presented. The mapping from scanned values to colorimetric values is inherently nonlinear. Calibration required approximating this nonlinear mapping. Neural networks are particularly suited to this task. Performance using an artificial neural network generated LUT is compared to that achieved by other commonly used methods
Keywords :
calibration; colorimetry; image colour analysis; image scanners; neural nets; LUT; color scanner calibration; colorimetric values; mathematical formulation; neural network; nonlinear mapping; performance; scanned values; Artificial neural networks; Calibration; Color; Neural networks; Page description languages; Printers; Production; Remote sensing; Table lookup; Textile industry;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.757588
