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基于归一化投影直方图不变矩的图像特征提取
引用本文:张伟.基于归一化投影直方图不变矩的图像特征提取[J].计算机工程,2011,37(1):226-228.
作者姓名:张伟
作者单位:中央民族大学理学院,北京,100081
摘    要:提出归一化投影直方图和在平移缩放变换下保持不变的归一化投影直方图不变矩概念,由此构造归一化投影直方图不变矩,用于提取图像特征。实验结果证明,与经典不变矩理论相比,该方法能有效反映图像的结构特征,识别细微差异和区分相似图形的能力更强,应用于图像识别时具有较好的鲁棒性。

关 键 词:归一化投影直方图  归一化投影直方图不变矩  图像识别  不变矩  Hu不变矩

Image Feature Extraction Based on Unitary Projection Histogram Moment Invariant
ZHANG Wei.Image Feature Extraction Based on Unitary Projection Histogram Moment Invariant[J].Computer Engineering,2011,37(1):226-228.
Authors:ZHANG Wei
Affiliation:(College of Science, Minzu University of China, Beijing 100081, China)
Abstract:This paper proposes concepts of unitary projection histogram and unitary projection histogram moment invariant, and constructs a unitary projection histogram moment invariant for image feature extraction. Experimental results show that compared with the classic moment invariant theory, it can reveal structural information more effectively and distinguish subtle differences and similar images better. And it is robust when applied in image recognition.
Keywords:unitary projection histogram  unitary projection histogram moment invariant  image recognition  moment invariant  Hu moment invariant
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