参考图像集的鲁棒性层次结构模型Robust hierarchical structure model for reference image sets
李娜,覃锐华,王特,张栋,宋悦
摘要(Abstract):
针对文物色彩复原中彩色参考图像集建立的多因素定性决策问题,提出一种基于层次分析法的色彩复原层次结构模型。通过史料记载、专家经验并结合现场调研中对实际褪色问题的分析,归纳出能代表文物色彩的本体元素,研究其与褪色的内在联系。利用专家群组决策,由色彩元素的采集、知识发现、主要影响因素确定、层次结构分析、建立专家判断矩阵、判断矩阵的求解、建立带权重的色彩复原层次结构模型共七步,建立色彩复原层次结构模型。采用"两级滤波法"逐层求解模型判断矩阵权重,实现基于该模型的参考图像集查找系统。实验结果表明,该方法能够较准确地为褪色图像查找参考图像组合,给后续色彩复原提供科学依据。
关键词(KeyWords): 文物数字化保护;层次结构模型;群组决策;判断矩阵;色彩复原;颜色迁移
基金项目(Foundation): 国家级大学生创新创业训练计划项目(201610704022);; 西安科技大学培育基金(201744);西安科技大学博士启动金(6310116057)~~
作者(Author): 李娜,覃锐华,王特,张栋,宋悦
DOI: 10.16652/j.issn.1004-373x.2018.05.017
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