Influence of lossy compression on eye movement signals.
Eye movements considered in our research are physiological signals that are measured in otoneurological balance tests. They are also investigated in other areas of medicine and in psychology. When great amounts of signals are measured in clinical and research work, signal compression is of great use in storing measurements for later investigations. In this research we assessed the influence of lossy compression on medically interesting parameter values that are computed from eye movement signals. We found that high compression ratios with bit rates lower than 1.5 bits per sample on signals with an original resolution of 13 bits per sample produced results without significant changes to the medical parameters values.
Juhola
Martti
M
Department of Computer and Information Sciences, University of Tampere, Post Office Box 607, Tampere 33014, Finland. mj@cs.uta.fi
Tossavainen
Timo
T
Aalto
Heikki
H
D044962:Data Compression; D005133:Eye Movements; D006801:Humans