Study of Spectral Reflectance Recovery based on Color Constancy

被引:0
|
作者
Wu, Yuheng [1 ]
Wu, Guangyuan [1 ]
Zang, Chuanyang [1 ]
机构
[1] Qilu Univ Technol, Fac Light Ind, Shandong Acad Sci, Jinan 250300, Peoples R China
关键词
color constancy; illumination; white balance; spectral reflectance recovery; RETINEX THEORY; RECONSTRUCTION;
D O I
10.1117/12.2680017
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A procedure for spectral recovery method based on color constancy is proposed from camera response values. The proposed method standardizes camera response values under different light sources by using different color constancy algorithms, and applied the pseudo inverse operation with the camera responses expansion to achieve the spectral reflectance recovery. To reduce the influence of external light source, the crossover combination of light sources and color constancy algorithms are calculated to determine the optimal selection of processing. The effectiveness of the color constancy algorithm was verified by using the spectral accuracy comparison and image similarity. The experimental results show that color constancy can significantly improve the spectral recovery accuracy, and the grey edge has the best performance.
引用
收藏
页数:7
相关论文
共 50 条
  • [21] Spectral Sensitivity Evaluation Considering Color Constancy
    Kuniba, Hideyasu
    DIGITAL PHOTOGRAPHY VIII, 2012, 8299
  • [22] Spectral Sharpening of Color Sensors: Diagonal Color Constancy and Beyond
    Vazquez-Corral, Javier
    Bertalmio, Marcelo
    SENSORS, 2014, 14 (03): : 3965 - 3985
  • [23] Research on Developping the Spectral Dataset for Dunhuang Typical Colors Based on Color Constancy
    Liu Qiang
    Wan Xiao-xia
    Liu Zhen
    Li Chan
    Liang Jin-xing
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2013, 33 (11) : 3077 - 3080
  • [24] ASTEROIDS - SPECTRAL REFLECTANCE AND COLOR CHARACTERISTICS
    MCCORD, TB
    CHAPMAN, CR
    ASTROPHYSICAL JOURNAL, 1975, 195 (02): : 553 - 562
  • [25] A spectral reflectance doth not a color make
    Hardin, CL
    JOURNAL OF PHILOSOPHY, 2003, 100 (04): : 191 - 202
  • [26] Analysis of ceramic color by spectral reflectance
    Giardino, M
    Miller, R
    Kuzio, R
    Muirhead, D
    AMERICAN ANTIQUITY, 1998, 63 (03) : 477 - 483
  • [27] Optimized Method Based on Subspace Merging for Spectral Reflectance Recovery
    Xiong, Yifan
    Wu, Guangyuan
    Li, Xiaozhou
    SENSORS, 2023, 23 (06)
  • [28] SPECTRAL SHARPENING - SENSOR TRANSFORMATIONS FOR IMPROVED COLOR CONSTANCY
    FINLAYSON, GD
    DREW, MS
    FUNT, BV
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1994, 11 (05): : 1553 - 1563
  • [29] Computational Color Constancy Calculation Method for Spectral Imaging
    Huang, Hao
    Liao, Ning-fang
    Zhao, Chang-ming
    Wu, Wen-min
    Fan, Qiu-mei
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43 (04) : 1004 - 1011
  • [30] Spectral color constancy using a maximum entropy approach
    Skaff, Sandra
    Clark, James J.
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2011, 28 (11) : 2385 - 2399