Title :
Modeling long memory eye gaze data
Author :
Sur, Ritaja ; Noy, Lior ; Flash, Tamar ; Kedem, Benjamin
Author_Institution :
Dept. of Math., Univ. of Maryland, College Park, MD, USA
Abstract :
In this work, we consider modeling eye gaze data of subjects in response to arm movements. We investigate the presence of long memory in the eye data and report results of long memory models. We show that prediction models are dependent on the arm component of movements as well as the past eye gaze data.
Keywords :
data analysis; eye; time series; arm component; arm movements; long memory models; modeling eye gaze data; modeling long memory eye gaze data; past eye gaze data; prediction models; Arm movement; Eye gaze; Long memory; Time series;
Conference_Titel :
Visual Information Processing (EUVIP), 2010 2nd European Workshop on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-7288-8
DOI :
10.1109/EUVIP.2010.5699111
