Spectral data compression using weighted principal component analysis with consideration of human visual system and light sources

Cao, Qiong; Wan, Xiaoxia; Li, Junfeng; Liu, Qiang; Liang, Jingxing; Li, Chan

doi:10.1007/s10043-016-0259-x

Cited by 4 publications

(2 citation statements)

References 27 publications

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“…Obviously, facing metamerism, it is difficult for us to truly solve and eliminate this phenomenon . Therefore, making use of metamerism can bring great benefits to the relevant fields of light source quality control …”

Section: Introductionmentioning

confidence: 99%

“…4 Therefore, making use of metamerism can bring great benefits to the relevant fields of light source quality control. 5 In this day and age with the development of the illuminant market, there are various kinds of illuminants available. On the one hand, it is not easy for human eyes to distinguish directly whether the quality of particular light source is good or not.…”

Section: Introductionmentioning

confidence: 99%

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Study on metamerism degree evaluation based on wavelength sensitive cone weighting algorithm

Chen

Xie

Wan

2019

Color Research & Application

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Metamerism phenomenon can be used in illuminant detection to ensure the accuracy of light source. A method based on Long‐, Middle‐, Short‐ wavelength cones(LMS) weighting algorithm to evaluate metamerism degree is proposed. The chromatic relationship between the degree of metamerism mismatch and the light source is studied. Herein, the consistency between the metameric indices (MIs) and CIE1976 L*a*b* color difference ranking is analyzed by SRCC, KRCC, PLCC and RMSE. A statistically sampling method to obtain practical LMS cone fundamentals to evaluate metamerism degree is employed. The analysis results obtained show that the method based on LMS weighting algorithm has good evaluation ability and stability in simulation experiments and statistically sampling experiments, which are in line with visual characteristics of human. Proposed method meets the requirements of selecting metameric pairs used in light source detection. The analysis results have certain guiding significance.

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Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%