Title :
Monitor color sensing using low-cost filter array spectrum sensor
Author :
Cheng-Chun Chang ; Chia-Jui Chuang ; Yung-Chi Chuang ; Byung Il Choi ; Kwansik Lee ; Seongsu Woo
Author_Institution :
Dept. of Electr. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
Abstract :
We aim to use 12 channel filter array spectrum sensor for monitor´s CIE tristimulus color sensing. Although low-cost RGB color sensors are available for monitor´s color sensing, however their spectral response functions are usually different from the CIE XYZ color matching functions, and hence cannot deliver an accurate color sensing. Alternatively, our proposed filter array spectrum sensor using plasmonic filter technology can supply a low-cost and highly accurate solution. In this work, partial least squares (PLS) and nonlinear iterative partial least squares (NIPLS) are adopted to associate 12 sensor outputs to the CIE XYZ values. Preliminary experimental results show Δxy = 0.0023 has been achieved by this proposed approach.
Keywords :
iterative methods; least squares approximations; optical filters; optical sensors; plasmonics; sensor arrays; CIE XYZ color matching function; CIE tristimulus color sensing monitoring; NIPLS; RGB color sensor; low-cost filter array spectrum sensor; nonlinear iterative partial least square; plasmonic filter technology; spectral response function; Arrays; Color; Image color analysis; Matched filters; Optical filters; Sensors; Training;
Conference_Titel :
SENSORS, 2013 IEEE
Conference_Location :
Baltimore, MD
DOI :
10.1109/ICSENS.2013.6688440