Independent Component Analysis of Spectral Absorbance Image in Human Skin

被引:0
|
作者
Norimichi Tsumura
Hideaki Haneishi
Yoichi Miyake
机构
[1] Chiba University,Department of Information and Image Sciences
来源
Optical Review | 2000年 / 7卷
关键词
skin pigmentation; independent component analysis;
D O I
暂无
中图分类号
学科分类号
摘要
The image of spectral absorbance in human skin is analyzed by independent component analysis. The spectral absorbance image is estimated from an image with red, green, and blue channels. The qualitative information and spatial distribution of the pigments can be extracted by the independent component analysis. It is shown that the extracted absorption characteristics of the pigments are corresponding to those of hemoglobin and melanin.
引用
收藏
页码:479 / 482
页数:3
相关论文
共 50 条
  • [41] Robust image watermarking based on independent component analysis
    Yu, D
    Sattar, F
    2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 4177 - 4177
  • [42] Image fusion algorithm based on independent component analysis
    College of Education Technology, Capital Normal University, Beijing 100037, China
    不详
    不详
    不详
    Guangdian Gongcheng, 2007, 6 (82-87):
  • [43] An independent component analysis based image classification scheme
    Gilmore, ET
    Frazier, PD
    Chouikha, MF
    2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PROCEEDINGS: IMAGE AND MULTIDIMENSIONAL SIGNAL PROCESSING SPECIAL SESSIONS, 2004, : 577 - 580
  • [44] Combining features using principle component analysis and independent component analysis for image retrieval
    Dawoud, Mohanned M.
    Shoukry, Amin A.
    Mahar, Khaled M.
    AEJ - Alexandria Engineering Journal, 2009, 48 (03): : 273 - 278
  • [45] Improved analysis for skin color separation based on independent component analysis
    Tanaka, Satomi
    Tsumura, Norimichi
    ARTIFICIAL LIFE AND ROBOTICS, 2020, 25 (01) : 159 - 166
  • [46] Tomato sorting using independent component analysis on spectral images
    Polder, G
    van der Heijden, GWAM
    Young, IT
    REAL-TIME IMAGING, 2003, 9 (04) : 253 - 259
  • [47] Improved analysis for skin color separation based on independent component analysis
    Satomi Tanaka
    Norimichi Tsumura
    Artificial Life and Robotics, 2020, 25 : 159 - 166
  • [48] Baseline correction for infrared spectra using relative absorbance-based independent component analysis
    Li, Xinchun
    Liu, Jianguo
    Xu, Liang
    Xu, Hanyang
    Wang, Yuhao
    Zhang, Yuxi
    OPTICS EXPRESS, 2024, 32 (26): : 47137 - 47153
  • [49] Independent component analysis of human brain waves
    Vigário, R
    Oja, E
    ENGINEERING APPLICATIONS OF BIO-INSPIRED ARTIFICIAL NEURAL NETWORKS, VOL II, 1999, 1607 : 238 - 247
  • [50] Independent component analysis and synthesis of human motion
    Mori, H
    Hoshino, J
    2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 3564 - 3567