Title :
Overview of image mining research
Author :
Min, Hu ; Shuangyuan, Yang
Author_Institution :
Software Sch., Xiamen Univ., Xiamen, China
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;
Conference_Titel :
Computer Science and Education (ICCSE), 2010 5th International Conference on
Conference_Location :
Hefei
Print_ISBN :
978-1-4244-6002-1
DOI :
10.1109/ICCSE.2010.5593813
