Title :
Enhancement of spectral matching imager output for discriminating multiple similar spectra by time-nonlinear wavelength sweeping
Author :
Kimachi, Akira ; Doi, M. ; Nishi, Shohei
Author_Institution :
Dept. of Eng. Inf., Osaka Electro-Commun. Univ., Neyagawa, Japan
Abstract :
A method for enhancing the difference in the outputs of the spectral matching imager (SMI) for multiple similar spectra is proposed. A spectral weight function is introduced to the joint probability density of the target spectra for diagonalizing the covariance matrix by sweeping the peak wavelength in the SMI nonlinearly to time. The weight function, or equivalently a wavelength sweep function, is optimally obtained by minimizing a cost functional consisting of the sum of all the squared off-diagonal elements of the covariance matrix. The experimental results on a set of three similar spectral reflectances demonstrate that the proposed method effectively suppresses the off-diagonal elements of the covariance matrix with the estimated weight function to enhance the difference in SMI outputs.
Keywords :
covariance matrices; image enhancement; cost functional minimization; covariance matrix diagonalization; joint probability density; multiple similar spectra discrimination; spectral matching imager output enhancement; spectral reflectance; spectral weight function; time-nonlinear wavelength sweeping; wavelength sweep function; Color; Correlation; Covariance matrices; Light sources; Manganese; Optimization; Principal component analysis;
Conference_Titel :
System Integration (SII), 2013 IEEE/SICE International Symposium on
Conference_Location :
Kobe
DOI :
10.1109/SII.2013.6776745