Image Search Engine Based on Color Histogram and Zernike Moment

被引:1
作者
Chifa, Nawal [1 ]
Badri, Abdelmajid [1 ]
Ruichek, Yassine [2 ]
Sahel, Aicha [1 ]
机构
[1] Hassan II Univ Casablanca, Fac Sci & Tech FSTM Mohammedia, EEA & TI Lab, Casablanca, Morocco
[2] UTBM, SET, IRIES, F-90010 Belfort, France
来源
UBIQUITOUS NETWORKING, UNET 2017 | 2017年 / 10542卷
关键词
CBIR; HSV histogram; Zernike moments; Image block; RECOGNITION; TEXTURE;
D O I
10.1007/978-3-319-68179-5_55
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Though numerous approaches were proposed for image recognition, in this paper we proposed implementation of CBIR, using color descriptor combined to the shape features (Zernike moments). A practical and efficient system has been implemented based on image division and extraction color histogram of color from each block, and combined the result vector to the global shape one. We experimented our system on several image bases, and it gave satisfactory results.
引用
收藏
页码:632 / 640
页数:9
相关论文
共 21 条
[1]  
Amayeh G, 2005, LECT NOTES COMPUT SC, V3804, P462
[2]   SURF: Speeded up robust features [J].
Bay, Herbert ;
Tuytelaars, Tinne ;
Van Gool, Luc .
COMPUTER VISION - ECCV 2006 , PT 1, PROCEEDINGS, 2006, 3951 :404-417
[3]  
Chifa N, 2017, STUD COMPUT INTELL, V672, P69, DOI 10.1007/978-3-319-46245-5_5
[4]  
chifa N., 2016, INT J COMPUT APPL TE, V5, P210, DOI [10.7753/IJCATR0504.1006, DOI 10.7753/IJCATR0504.1006]
[5]   Histograms of oriented gradients for human detection [J].
Dalal, N ;
Triggs, B .
2005 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2005, :886-893
[6]   A new matching strategy for content based image retrieval system [J].
ElAlami, M. E. .
APPLIED SOFT COMPUTING, 2014, 14 :407-418
[7]   VISUAL-PATTERN RECOGNITION BY MOMENT INVARIANTS [J].
HU, M .
IRE TRANSACTIONS ON INFORMATION THEORY, 1962, 8 (02) :179-&
[8]   Embedding neural networks for semantic association in content based image retrieval [J].
Irtaza, Aun ;
Jaffar, M. Arfan ;
Aleisa, Eisa ;
Choi, Tae-Sun .
MULTIMEDIA TOOLS AND APPLICATIONS, 2014, 72 (02) :1911-1931
[9]  
Kabbai L, 2016, 2 INT C ADV TECHN SI
[10]  
Ke Y, 2004, PROC CVPR IEEE, P506