A lattice visualization method by formal concept analysis and its application to huge image database

Author

Sawase, Kazuhito ; Nobuhara, Hajime

Author_Institution

Dept. of Intell. Interaction Technol., Univ. of Tsukuba, Tsukuba

fYear

2008

fDate

25-27 June 2008

Firstpage

149

Lastpage

152

Abstract

A visualization system based on formal concept analysis is proposed, in order to represent lattice structures of large scale image database. In the proposed system, HSB color space that is suitable for human sensitivity, is employed, to draw the lattice structure of images, where the users can easily percept the overview/relationship of them. Moreover, a new image feature considering effect of saturation and brightness, is proposed. The proposed system is developed by using JAVA based program language Processing on the computer (CPU = 2.13 GHz, MM = 2 GB), and a visualization experiment is performed. Through the experiment using 1,000 images selected from Corel Image Gallery, it is confirmed the effectiveness of the proposed system, to grasp the structure in perspective and to discover new relationship.

Keywords

Java; data visualisation; feature extraction; image colour analysis; image representation; visual databases; HSB color space; JAVA; feature extraction; formal concept analysis; image database; image representation; lattice visualization method; program language processing; Brightness; Data visualization; Explosions; Humans; Image analysis; Image databases; Information analysis; Java; Lattices; Space technology;

fLanguage

English

Publisher

ieee

Conference_Titel

Soft Computing in Industrial Applications, 2008. SMCia '08. IEEE Conference on

Conference_Location

Muroran

Print_ISBN

978-1-4244-3782-5

Electronic_ISBN

978-4-9904-2590-6

Type

conf

DOI

10.1109/SMCIA.2008.5045951

Filename

5045951