DocumentCode
3598622
Title
Research on image retrieval based on formal concept analysis
Author
Xiaomin Wang ; Jianbo Liu ; Yanyan Zhang ; Lihua Huang
Author_Institution
Sch. of Math. & Stat., Northeastern Univ. at Qinhuangdao, Qinhuangdao, China
fYear
2015
Firstpage
3290
Lastpage
3295
Abstract
Based on the theory of form concept analysis, gives the definition of image context, and generating the concept lattice image. At the same time, the related knowledge of graph matching is also presented. Generation of concept lattice base on the formal context of images, and draw the Hasse diagram which correspond with the concept lattice, then use the graph match method to find images witch similar to an example image, last The concept lattice similarity calculation method are used to graph matching. The formal concept analysis (mainly the concept of grid) is applied to To calculate the similarity of image features.
Keywords
formal concept analysis; graph theory; image matching; image retrieval; Hasse diagram; concept lattice image; concept lattice similarity calculation method; formal concept analysis; graph matching; image feature similarity; image formal context; image retrieval; Context; Electronic mail; Formal concept analysis; Image retrieval; Lattices; Concept Lattice; Formal Concept Analysis; Image Retrieval; Image features; Similarit;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2015 27th Chinese
Print_ISBN
978-1-4799-7016-2
Type
conf
DOI
10.1109/CCDC.2015.7162488
Filename
7162488
Link To Document