16 February 1996 Blockwise distortion measure in image compression
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Proceedings Volume 2663, Very High Resolution and Quality Imaging; (1996); doi: 10.1117/12.233022
Event: Electronic Imaging: Science and Technology, 1996, San Jose, CA, United States
Abstract
The distortion caused by image compression is typically determined by a pixelwise measure such as mean square error. However, these types of measures do not consider global artifacts, like blockiness or blurring. In the present paper an attempt is made to model the distortion by a blockwise measure. A three-parameter distortion function is proposed that measures how well the average intensity, the contrast, and the spatial structure are preserved in the reconstructed image. The distortion in the spatial structure is described by the response of an edge detection operation. The blockwise measure operates with a scrolling block of 3 by 3 pixels to be able to detect distortion beyond the block boundaries.
© (1996) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Pasi Franti, Timo Kaukoranta, Olli Nevalainen, "Blockwise distortion measure in image compression", Proc. SPIE 2663, Very High Resolution and Quality Imaging, (16 February 1996); doi: 10.1117/12.233022; https://doi.org/10.1117/12.233022
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KEYWORDS
Distortion

Image compression

Visualization

Edge detection

Image quality

Smoothing

Image processing

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