Title :
Optimal nonnegative color scanning filters
Author :
Sharma, Gaurav ; Trussell, H. Joel ; Vrhel, Michael J.
Author_Institution :
Xerox Corp., Webster, NY, USA
fDate :
1/1/1998 12:00:00 AM
Abstract :
In this correspondence, the problem of designing color scanning filters for multi-illuminant color recording is considered. The filter transmittances are determined from a minimum-mean-squared orthogonal tristimulus error criterion that minimizes the color error in estimates obtained from noisy recorded data. Nonnegativity constraints essential for physical realizability are imposed on the filter transmittances. In order to demonstrate the significant improvements obtained, the resulting filters are compared with suboptimal filters reported in earlier literature
Keywords :
filtering theory; image colour analysis; least mean squares methods; noise; optical filters; optimisation; spectral analysis; filter transmittances; minimum-mean-squared orthogonal tristimulus error; multi-illuminant color recording; noisy recorded data; nonnegativity constraints; optimal nonnegative color scanning filters; suboptimal filters; Application software; Closed-form solution; Colored noise; Computerized monitoring; Condition monitoring; Filters; Lighting; Noise measurement; Paints; Textile industry;
Journal_Title :
Image Processing, IEEE Transactions on