ACCELERATION IMAGE COMPRESSION WITH REQUIRED
VISUAL QUALITY
A.N. Zemlyachenko, E.O. Kolganova, V.V. Lukin
Automatic methods for lossy compression of images
with required visual quality are considered. Metrics PSNR–HVS–M and MSSIM that
take into account human vision system are used for controlling visual quality. For a large
number of different images, iterative compression procedures are analyzed. It
is shown that the number of iterations can be greatly reduced due to choice of
the limits of possible change of parameters that control compression ratio. The results of the
proposed solutions are presented for different encoders. Their comparative
analysis is performed and it is shown that the compression ratio depends on
characteristics of compressed images, and it can be significantly increased due
to using modern compression methods tailored to visual perception.
Keywords: acceleration lossy compression, image visual quality metrics.