Comparison of lossy compression performance on natural color images

Authors:
Nikolay Ponomarenko;Vladimir Lukin;Karen Egiazarian;Edward Delp
Affiliations:
National Aerospace University, Kharkov, Ukraine;National Aerospace University, Kharkov, Ukraine;Tampere University of Technology, Tampere, Finland;Purdue University, West Lafayette, Indiana
Venue:
PCS'09 Proceedings of the 27th conference on Picture Coding Symposium
Year:
2009

Citing 5
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Abstract

In estimation of the efficiency for lossy image compression methods, standard sets of test images are commonly used. This allows the comparison of new techniques to existing methods without having to actually implement the existing technique. However, this does not allow adequate evaluation of the performance of the methods for compressing natural images. In this paper, we analyze the efficiency of a set of lossy compression techniques (JPEG, JPEG2000, HD Photo and ADCTC) using a set of images obtained by three consumer quality digital cameras.