Color image retrieval using edge and edge-spatial features

Chaobing Huang; Quan Liu

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Color image retrieval using edge and edge-spatial features

机译：使用边缘和边缘空间特征进行彩色图像检索

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摘要

A novel methodology to integrate edge feature and edge-spatial feature of an image is proposed. The edge feature is described by edge histogram of image, the edge-spatial feature is described by spatial distribution of pixels of identical edge value in the image. Experimental results show that the method can achieve better retrieval performance, especially for color natural images with more complex spatial layout.

机译：提出了一种融合图像边缘特征和边缘空间特征的新颖方法。边缘特征由图像的边缘直方图描述，边缘空间特征由图像中相同边缘值的像素的空间分布描述。实验结果表明，该方法可以获得较好的检索性能，特别是对于空间布局较复杂的彩色自然图像。

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来源
《Chinese Optics Letters》 |2006年第8期|p.457-459|共3页
作者
Chaobing Huang; Quan Liu;
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作者单位

School of Information Engineering, Wuhan University of Technology, Wuhan 430070;

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原文格式 PDF
正文语种 eng
中图分类数理科学和化学;
关键词
digital image processing; pattern recognition and feature extraction;

机译：数字图像处理;模式识别与特征提取;

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2. Principal texture direction based block level image reordering and use of color edge features for application of object based image retrieval [J] . Pradhan Jitesh, Pal Arup Kumar, Banka Haider Multimedia Tools and Applications . 2019,第2期

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3. AN IMAGE RETRIEVAL SYSTEM BASED ON THE IMAGE FEATURE OF COLOR DIFFERENCES ON EDGES IN SPIRAL SCAN ORDER [J] . YUNG-KUAN CHAN, YI-TUNG LIU International Journal of Pattern Recognition and Artificial Intelligence . 2003,第8期

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4. Color image retrieval using edge-spatial feature [C] . Shan Zhao, Guo-hong Gao, Qian Zhao Proceedings of the 5th International Conference on Computer Science and Education . 2010

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7. CONTENT BASED IMAGE RETRIEVAL SYSTEM BY FUSION OF COLOR, TEXTURE AND EDGE FEATURES WITH SVM CLASSIFIER AND RELEVANCE FEEDBACK [O] . Priyanka Saxena 2018

机译：基于内容的图像检索系统通过融合颜色，纹理和边缘特征，具有SVM分类器和相关性反馈

Color image retrieval using edge and edge-spatial features

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