𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Does compression affect image retrieval performance?

✍ 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.

✦ 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 low‐level colour descriptors. Several image retrieval algorithms are evaluated on a speciated image database compressed at different image quality levels. Extensive experiments reveal that while distribution‐based 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, 101–112, 2008


πŸ“œ SIMILAR VOLUMES


Does degree of work task completion infl
✍ Peter Ingwersen; Toine Bogers; Marianne Lykke πŸ“‚ Article πŸ“… 2010 πŸ› Wiley (John Wiley & Sons) 🌐 English βš– 121 KB

In this contribution we investigate the potential influence between assessors' perceived completion of their work task at hand and their actual assessment of usefulness of the retrieved information.The results indicate that the number of useful documents found by assessors does not influence their p

Witnessing postevents does not change me
✍ Carla C Chandler; Gary J Gargano; Brian C Holt πŸ“‚ Article πŸ“… 2000 πŸ› John Wiley and Sons 🌐 English βš– 107 KB

The results of three experiments suggest that a memory trace for an event is not altered by witnessing similar events\ but that postevents can interfere with its retrieval[ On an immediate recall test\ details from an original story "e[g[ wrench# were recalled less often if a subsequent story mentio