A Review and Analysis of Eye-Gaze Estimation Systems, Algorithms and Performance Evaluation Methods in Consumer Platforms

In this paper a review is presented of the research on eye gaze estimation techniques and applications, that has progressed in diverse ways over the past two decades. Several generic eye gaze use-cases are identified: desktop, TV, head-mounted, automotive and handheld devices. Analysis of the litera...

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Bibliographic Details
Published in:arXiv.org 2017-08
Main Authors: Kar, Anuradha, Corcoran, Peter
Format: Article
Language:English
Subjects:
Algorithms
Eye movements
Head movement
Performance evaluation
Systems analysis
Tracking systems
Online Access:Get full text
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Summary:In this paper a review is presented of the research on eye gaze estimation techniques and applications, that has progressed in diverse ways over the past two decades. Several generic eye gaze use-cases are identified: desktop, TV, head-mounted, automotive and handheld devices. Analysis of the literature leads to the identification of several platform specific factors that influence gaze tracking accuracy. A key outcome from this review is the realization of a need to develop standardized methodologies for performance evaluation of gaze tracking systems and achieve consistency in their specification and comparative evaluation. To address this need, the concept of a methodological framework for practical evaluation of different gaze tracking systems is proposed.
ISSN:2331-8422
DOI:10.48550/arxiv.1708.01817