Image retrieval based on Contourlet transformation and Gaussian descriptors

Computer Engineering and Applications ›› 2011, Vol. 47 ›› Issue (19): 163-165.

• 图形、图像、模式识别 • Previous Articles Next Articles

Image retrieval based on Contourlet transformation and Gaussian descriptors

LOU Pengxu，CAI Nian，ZHANG Guohong，DAI Qingyun

School of Information Engineering，Guangdong University of Technology，Guangzhou 510006，China

Received:1900-01-01 Revised:1900-01-01 Online:2011-07-01 Published:2011-07-01

融合Contourlet和高斯描绘子的图像检索方法

楼朋旭，蔡念，张国宏，戴青云

广东工业大学信息工程学院，广州 510006

Abstract

Abstract: 提出一种基于纹理特征和形状特征融合的图像检索方法。采用Contourlet变换提取纹理特征，高斯描绘子提取形状特征，并对两种特征进行融合，最后结合Adaboost算法进行相关性反馈。实验结果表明，所提出的融合方法在图像检索的综合性能上优于Contourlet方法以及基于Gabor小波和高斯描绘子的融合方法，能够有效地实现外观专利设计图像检索。

Key words: Contourlet变换, 高斯描绘子, 图像检索, Adaboost

摘要： 提出一种基于纹理特征和形状特征融合的图像检索方法。采用Contourlet变换提取纹理特征，高斯描绘子提取形状特征，并对两种特征进行融合，最后结合Adaboost算法进行相关性反馈。实验结果表明，所提出的融合方法在图像检索的综合性能上优于Contourlet方法以及基于Gabor小波和高斯描绘子的融合方法，能够有效地实现外观专利设计图像检索。

关键词: Contourlet变换, 高斯描绘子, 图像检索, Adaboost

LOU Pengxu，CAI Nian，ZHANG Guohong，DAI Qingyun. Image retrieval based on Contourlet transformation and Gaussian descriptors[J]. Computer Engineering and Applications, 2011, 47(19): 163-165.

楼朋旭，蔡念，张国宏，戴青云. 融合Contourlet和高斯描绘子的图像检索方法[J]. 计算机工程与应用, 2011, 47(19): 163-165.

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Image retrieval based on Contourlet transformation and Gaussian descriptors

融合Contourlet和高斯描绘子的图像检索方法

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