The manuscript presented an analysis of the work in the field of eye-tracking over the past ten years in the low-cost filed. We researched in detail the methods, algorithms, and developed hardware. To realization, this task we considered the commercial eye-tracking systems with hardware and software and Free software. Additionally, the manuscript considered advances in the neural network fields for eye-tracking tasks and problems which hold back the development of the low-cost eye-tracking system. special attention in the manuscript is given to recommendations for further research in the field of eye-tracking devices in the low-cost field.
@article{arxiv.2010.05480,
title = {A review of the low-cost eye-tracking systems for 2010-2020},
author = {Ildar Rakhmatulin},
journal= {arXiv preprint arXiv:2010.05480},
year = {2020}
}