Title :
The Research of Image Mining Framework Based on Hibert Space Theory
Author :
Fucheng, You ; Guowei, Yang
Author_Institution :
Dept. of Comput., Beijing Inst. of Graphic Commun.
Abstract :
Hilbert space theory, which is used as the theoretical foundation of our image mining at first, is introduced in this paper. Then based on Hilbert space, we propose IMDFSSM that is a general framework for mining image data. It uses pattern, which is defined as the vector in Hilbert space, to represent the knowledge of image data quantitatively and can guide the knowledge discovery of image data to certain extent
Keywords :
Hilbert spaces; data mining; image processing; Hilbert space theory; image mining framework; knowledge discovery; Computer graphics; Data acquisition; Data mining; Data warehouses; Distributed databases; Electronic mail; Hilbert space; Image databases; Production; Space technology;
Conference_Titel :
Neural Networks and Brain, 2005. ICNN&B '05. International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9422-4
DOI :
10.1109/ICNNB.2005.1614731
