全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

基于直觉模糊集的图像相似性度量*

, PP. 156-161

Keywords: 相似性度量,图像直觉模糊模型,HSV颜色直方图,基于内容的图像检索(CBIR)

Full-Text   Cite this paper   Add to My Lib

Abstract:

提出一种基于HSV颜色直方图的图像直觉模糊模型.在该模型下图像可看作是一个直觉模糊集合(IFS),图像之间的相似程度可通过计算直觉模糊集合之间距离来度量.实验数据表明:在HSV颜色空间下基于直觉模糊集的相似性度量能够有效用于图像数据库的查询,并且比普通基于模糊集的相似性度量和直方图距离在查询正确率方面提高5%~10%.

References

[1]  Konstantinidis K, Gasteratos A, Andreadis I. Image Retrieval Based on Fuzzy Color Histogram Processing. Optics Communications, 2005, 248(4/5/6): 375-386
[2]  Chaira T, Ray A K. Fuzzy Measures for Color Image Retrieval. Fuzzy Sets and Systems, 2005, 150(3): 545-560
[3]  Ma Li, Chang Faliang, Guo Lizhi. Non-Rigid Target Tracking Based on Color Histogram Matching. Journal of Qingdao Technological University, 2005, 26(5): 79-83 (in Chinese) (马 丽,常发亮,郭立智.基于颜色直方图匹配的非刚性目标跟踪算法.青岛理工大学学报, 2005, 26(5): 79-83)
[4]  Sun Junding, Zhang Ximin, Cui Jiangtao, et al. A New Approach for Image Retrieval Based on Color and Spatial Features. Computer Science, 2005, 32(6): 158-160,184 (in Chinese) (孙君顶,张喜民,崔江涛,等.一种新的基于颜色和空间特征的图像检索方法,计算机科学, 2005, 32(6): 158-160,184)
[5]  Chaira T, Ray A K. Region Extraction Using Fuzzy Similarity Measures. Journal of Fuzzy Mathematics, 2003, 11(3): 601-607
[6]  Chaira T, Ray A K. Fuzzy Approach for Color Region Extraction. Pattern Recognition Letters, 2003, 12(24): 1943-1950
[7]  Vytautas P. Distance Measures for PCA-Based Faced Recognition. Pattern Recognition Letters, 2004, 25(6): 711-724
[8]  van der Weken D, Nachtegael M, Kerre E E. Using Similarity Measures and Homogeneity for the Comparison of Images. Image and Vision Computing, 2004, 22(3): 695-702
[9]  van der Weken D, Nachtegael M, Kerre E E. Combining Neighborhood-Based and Histogram Similarity Measure for the Design Quality Measure. Image and Vision Computing, 2007, 25(2): 184-195
[10]  Li Dengfeng, Cheng Chuntian. New Similarity Measures of Intuitionistic Fuzzy Sets and Application to Pattern Recognition. Pattern Recognition Letters, 2002, 23(1): 221-225
[11]  Grzegorzewski P. Distances between Intuitionistic Fuzzy Sets and/or Interval-Valued Fuzzy Sets Based on Hausdorff Metric. Fuzzy Sets and Systems, 2004,148(2): 319-328
[12]  Hung W L, Yang M S. Similarity Measures of Intuitionistic Fuzzy Sets Based on Lp Metric. International Journal of Approximate Reasoning, 2007, 46(1): 120-136
[13]  Hung W L, Yang M S. Similarity Measure of Intuitionistic Fuzzy Sets Based on Hausdorff Distance. Pattern Recognition Letters, 2004, 25(14): 1603-1611
[14]  Chaira T, Ray A K. A New Measure Using Intuitionistic Fuzzy Set Theory and Its Application to Edge Detection. Applied Soft Computing, 2008, 8(2): 919-927
[15]  Hearn D, Baker P M. Computer Graphics with Open GL. 3rd Edition. Upper Saddle River, USA: Prentice Hall, 2006
[16]  Gagaudakis G, Rosin P L. Incorporation Shape into Histograms for CBIR. Pattern Recognition, 2002, 35(1): 81-91

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133