16 December 1999 MTF as a quality measure for compressed images transmitted over computer networks
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Abstract
One result of the recent advances in different components of imaging systems technology is that, these systems have become more resolution-limited and less noise-limited. The most useful tool utilized in characterization of resolution- limited systems is the Modulation Transfer Function (MTF). The goal of this work is to use the MTF as an image quality measure of image compression implemented by the JPEG (Joint Photographic Expert Group) algorithm and transmitted MPEG (Motion Picture Expert Group) compressed video stream through a lossy packet network. Although we realize that the MTF is not an ideal parameter with which to measure image quality after compression and transmission due to the non- linearity shift invariant process, we examine the conditions under which it can be used as an approximated criterion for image quality. The advantage in using the MTF of the compression algorithm is that it can be easily combined with the overall MTF of the imaging system.
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Ofer Hadar, Ofer Hadar, Adrian Stern, Adrian Stern, Merav Huber, Merav Huber, Revital Huber, Revital Huber, "MTF as a quality measure for compressed images transmitted over computer networks", Proc. SPIE 3814, Mathematics of Data/Image Coding, Compression, and Encryption II, (16 December 1999); doi: 10.1117/12.372747; https://doi.org/10.1117/12.372747
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