|Table of Contents|

An Improved Method on Color Space Quantization and Application(PDF)

南京师范大学学报（工程技术版）[ISSN:1006-6977/CN:61-1281/TN]

Issue:
2014年02期
Page:
68-
Research Field:
Publishing date:

Info

Title:
An Improved Method on Color Space Quantization and Application
Author(s):
Cao Jianfang1; 2; Chen Junjie2; Zhao Qingshan1
(1.Department of Computer Science and Technology,Xinzhou Teachers University,Xinzhou 034000,China) (2.College of Computer Science and Technology,Taiyuan University of Technology,Taiyuan 030024,China)
Keywords:
image retrieval; color feature; HueSaturationValue color space; quantification
PACS:
TP391
DOI:
-
Abstract:
With the massive growth of images,the efficiency of image retrieval gradually becomes a research hotspot.In order to improve accuracy of the image retrieval,HueSaturationValue(HSV)color space is improved,which details the classification of H hue and makes the quantitative results more close to human perception.On this basis,block color histogram is extracted as a retrieval feature.Experiments show that the proposed method can better describe color feature of images,the results are satisfactory and have some practical value.

References:

[1]Liu Ying,Chen Xin,Zhang Chengcui,et al.Semantic clustering for regionbased image retrieval[J].J Vis Commun Image R,2008,20:157-166.
[2]Cho S B,Lee J Y.A humanoriented image retrieval system using interactive genetic algorithm[J].IEEE Trans on Systems,Man and Cybernetics,2002,32(3):452-458.
[3]李巧玲.基于内容的图像检索技术研究[D].西安:西安科技大学计算机科学与技术学院,2011.
Li Qiaoling.Research on contentbased image retrieval technology[D].Xi’an:College of Computer Science and Technology,Xi’an University of Science and Technology,2011.(in Chinese)
[4]张磊.基于机器学习的图像检索若干问题研究[D].青岛:山东大学信息科学与工程学院,2011.
Zhang Lei.Research on image retrieval with machine learning techniques[D].Qingdao:College of Information Science and Engineering,Shandong University,2011.(in Chinese)
[5]崔屹.数字图像处理技术与应用[M].北京:电子工业出版社,1997.
Cui Yi.Digital Image Processing Technology and Application[M].Beijing:Electronics Industry Publishing House,1997.(in Chinese)
[6]郭士会,杨明,王晓芳,等.基于FSRM的相关反馈图像检索算法[J].计算机科学,2012,39(s1):540-542.
Guo Shihui,Yang Ming,Wang Xiaofang,et al.Relevance feedback algorithm based on FSRM in image retrieval[J].Computer Science,2012,39(s1):540-542.(in Chinese)

Memo

Memo:
-
Last Update: 2014-06-30