Comparison of gaze-to-objects mapping algorithms
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Details
| Original language | English |
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| Title of host publication | Proceedings of the 1st Conference on Novel Gaze-Controlled Applications, NGCA'11 |
| DOIs | |
| Publication status | Published - 2011 |
| Publication type | A4 Article in a conference publication |
| Event | 1st Conference on Novel Gaze-Controlled Applications, NGCA'11 - Karlskrona, Sweden Duration: 26 May 2011 → 27 May 2011 |
Conference
| Conference | 1st Conference on Novel Gaze-Controlled Applications, NGCA'11 |
|---|---|
| Country | Sweden |
| City | Karlskrona |
| Period | 26/05/11 → 27/05/11 |
Abstract
Gaze data processing is an important and necessary step in gaze-based applications. This study focuses on the comparison of several gaze-to-object mapping algorithms using various dwell times for selection and presenting targets of several types and sizes. Seven algorithms found in literature were compared against two newly designed algorithms. The study revealed that a fractional mapping algorithm (known) has produced the highest rate of correct selections and fastest selection times, but also the highest rate of incorrect selections. The dynamic competing algorithm (designed) has shown the next best result, but also high rate of incorrect selections. A small impact on the type of target to the calculated statistics has been observed. A strictly centered gazing has helped to increase the rate of correct selections for all algorithms and types of targets. The directions for further mapping algorithms improvement and future investigation have been explained.
ASJC Scopus subject areas
Keywords
- Algorithm design, Eye gaze pointing and selection, Gaze controlled applications, Gaze to object mapping