DocumentCode
2455700
Title
Overview of image mining research
Author
Min, Hu ; Shuangyuan, Yang
Author_Institution
Software Sch., Xiamen Univ., Xiamen, China
fYear
2010
fDate
24-27 Aug. 2010
Firstpage
1868
Lastpage
1870
Abstract
Valuable information can be hidden in images. The need for image mining is high in view of the fast growing amounts of image data. In this paper, we first point out unique characteristics of image mining, then analyze the overall process and discuss the main technology of image mining, namely, image classification and clustering, association rule mining. Some applications in various areas are introduced. Finally, some future research directions and problems of image mining are presented.
Keywords
data mining; image classification; pattern clustering; association rule mining; clustering; image classification; image mining research; Association rules; Feature extraction; Image classification; Image retrieval; Knowledge engineering; Support vector machine classification; image classification; image clustering; image mining; preprocessing;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Education (ICCSE), 2010 5th International Conference on
Conference_Location
Hefei
Print_ISBN
978-1-4244-6002-1
Type
conf
DOI
10.1109/ICCSE.2010.5593813
Filename
5593813
Link To Document