Does compression affect image retrieval performance?
β Scribed by Gerald Schaefer
- Publisher
- John Wiley and Sons
- Year
- 2008
- Tongue
- English
- Weight
- 415 KB
- Volume
- 18
- Category
- Article
- ISSN
- 0899-9457
No coin nor oath required. For personal study only.
β¦ Synopsis
Abstract
Image retrieval and image compression are both fields of intensive research. As lossy image compression degrades the visual quality of images and hence changes the actual pixel values of an image, low level image retrieval descriptors which are based on statistical properties of pixel values will change, too. In this article we investigate how image compression affects the performance of lowβlevel colour descriptors. Several image retrieval algorithms are evaluated on a speciated image database compressed at different image quality levels. Extensive experiments reveal that while distributionβbased colour descriptors are fairly stable with respect to image compression a drop in retrieval performance can nevertheless be observed for JPEG compressed images. On the other hand, after application of JPEG2000 compression only a negligible performance drop is observed even at high compression ratios. Β© 2008 Wiley Periodicals, Inc. Int J Imaging Syst Technol, 18, 101β112, 2008
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