1 February 2001 Enhancement of an image compression algorithm by pre- and post-filtering
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Optical Engineering, 40(2), (2001). doi:10.1117/1.1339203
Abstract
We present an algorithm that improves the overall performance of compression algorithms by applying low-pass filtering before the compression process and inverse filtering after decompression. Prefiltering images prior to encoding removes high spatial frequencies from the original image, thus increasing the compression ratio of the encoder. The image degradation caused by the filter together with the nonlinear transformation of a typical compression algorithm reduces the entropy of the original image, thus increasing the compression ratio. In addition to improving the compression ratio, the suggested scheme reduces the blocking effect that is common to block-based compression algorithms, such as the Joint Picture Experts Group (JPEG).
Ofer Hadar, Adrian Stern, Raz Koresh, "Enhancement of an image compression algorithm by pre- and post-filtering," Optical Engineering 40(2), (1 February 2001). https://doi.org/10.1117/1.1339203
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KEYWORDS
Image compression

Image filtering

Linear filtering

Signal to noise ratio

Image processing

Image quality

Spatial frequencies

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