基于子流形学习的陶瓷图像多样性特征提取方法Ceramic Image Diversified Feature Extraction Method Based on Subspace Manifold Learning
朱胜平
摘要(Abstract):
主要研究陶瓷杯图像特征,提出符合陶瓷杯图像的多样性特征提取方法。该方法利用子流形学习算法,使高维特征投影到低维空间后,每个流形间的距离尽可能大,同时也保证子流形分布差异尽可能大,从而有利于提取陶瓷图像特征的多样性,实现多样性检索的目的。实验表明:与相似度检索相比,该方法多样性图像检索结果 MSD均值提高了0.07,检索准确率均值提高了5%。
关键词(KeyWords): 陶瓷图像;子流形学习;特征提取;多样性技术
基金项目(Foundation): 福建省中青年教师教育科研项目(JAT201367)
作者(Author): 朱胜平
DOI: 10.13958/j.cnki.ztcg.2023.03.007
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