BADA-IV/I2R : Design & Implementation of an Efficient Content-based Image Retrieval System using a High-Dimensional Image Index Structure


The Transactions of the Korea Information Processing Society (1994 ~ 2000), Vol. 7, No. 2, pp. 678-691, Feb. 2000
,   PDF Download:  
Keywords:
Abstract

A variety of multimedia applications require multimedia database management systems to manage multimedia data, such as text, image, and video, as well as t support content-based image or video retrieval. In this paper we design and implement a content-based image retrieval system, BADA-IV/I$^2$ 수식 이미지R(Image Information Retrieval), which is developed based on BADA-IV multimedia database management system. In this system image databases can be efficiently constructed and retrieved with the visual features, such as color, shape, and texture, of image. we extend SQL statements to define image query based on both annotations and visual features of image together. A high-dimensional index structure, called CIR-tree, is also employed in the system to provide an efficient access method to image databases. We show that BADA-IV/I$^2$ 수식 이미지R provides a flexible way to define query for image retrieval and retrieves image data fast and effectively: the effectiveness and performance of image retrieval are shown by BEP(Bull's Eye Performance) that is used to measure the retrieval effectiveness in MPEG-7 and comparing the performance of CIR-tree with those of X-tree and TV-tree, respectively.


Statistics
Show / Hide Statistics

Statistics (Cumulative Counts from September 1st, 2017)
Multiple requests among the same browser session are counted as one view.
If you mouse over a chart, the values of data points will be shown.


Cite this article
[IEEE Style]
Y. Kim, J. Lee, H. Lee, W. Kim, M. Kim, "BADA-IV/I2R : Design & Implementation of an Efficient Content-based Image Retrieval System using a High-Dimensional Image Index Structure," The Transactions of the Korea Information Processing Society (1994 ~ 2000), vol. 7, no. 2, pp. 678-691, 2000. DOI: .

[ACM Style]
Young-Kyoon Kim, Jang-Sun Lee, Hun-Soon Lee, Wan-Seok Kim, and Myung-Joon Kim. 2000. BADA-IV/I2R : Design & Implementation of an Efficient Content-based Image Retrieval System using a High-Dimensional Image Index Structure. The Transactions of the Korea Information Processing Society (1994 ~ 2000), 7, 2, (2000), 678-691. DOI: .