A novel slip-kalman filter to track the progression of reading through eye-gaze measurements
Document Type
Conference Proceeding
Publication Date
11-1-2019
Publication Title
GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings
Keywords
Eye-gaze fixations, Eye-tracking, Human-computer interaction, Kalman filter
Abstract
In this paper, we propose an approach to track the progression of eye-gaze while reading a block of text on computer screen. The proposed approach will help to accurately quantify reading, e.g., identifying the lines of text that were read/skipped and estimating the time spent on each line, based on commercially available inexpensive eye-tracking devices. The proposed approach is based on a novel slip Kalman filter that is custom designed to track the progression of reading. The performance of the proposed method is demonstrated using 25 pages eye-tracking data collected using a commercial desk-mounted eye-tracking device.
DOI
10.1109/GlobalSIP45357.2019.8969561
ISBN
9781728127231
Recommended Citation
Bottos, S. and Balasingam, B.. (2019). A novel slip-kalman filter to track the progression of reading through eye-gaze measurements. GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings.
https://scholar.uwindsor.ca/computersciencepub/112