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Comparison of gaze-to-objects mapping algorithms

Tutkimustuotosvertaisarvioitu

Standard

Comparison of gaze-to-objects mapping algorithms. / Špakov, Oleg.

Proceedings of the 1st Conference on Novel Gaze-Controlled Applications, NGCA'11. 2011. 6.

Tutkimustuotosvertaisarvioitu

Harvard

Špakov, O 2011, Comparison of gaze-to-objects mapping algorithms. julkaisussa Proceedings of the 1st Conference on Novel Gaze-Controlled Applications, NGCA'11., 6, Karlskrona, Ruotsi, 26/05/11. https://doi.org/10.1145/1983302.1983308

APA

Špakov, O. (2011). Comparison of gaze-to-objects mapping algorithms. teoksessa Proceedings of the 1st Conference on Novel Gaze-Controlled Applications, NGCA'11 [6] https://doi.org/10.1145/1983302.1983308

Vancouver

Špakov O. Comparison of gaze-to-objects mapping algorithms. julkaisussa Proceedings of the 1st Conference on Novel Gaze-Controlled Applications, NGCA'11. 2011. 6 https://doi.org/10.1145/1983302.1983308

Author

Špakov, Oleg. / Comparison of gaze-to-objects mapping algorithms. Proceedings of the 1st Conference on Novel Gaze-Controlled Applications, NGCA'11. 2011.

Bibtex - Lataa

@inproceedings{97ebf7be3d3e4f80a5c1f768de5dda7b,
title = "Comparison of gaze-to-objects mapping algorithms",
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.",
keywords = "Algorithm design, Eye gaze pointing and selection, Gaze controlled applications, Gaze to object mapping",
author = "Oleg Špakov",
year = "2011",
doi = "10.1145/1983302.1983308",
language = "English",
isbn = "9781450306805",
booktitle = "Proceedings of the 1st Conference on Novel Gaze-Controlled Applications, NGCA'11",

}

RIS (suitable for import to EndNote) - Lataa

TY - GEN

T1 - Comparison of gaze-to-objects mapping algorithms

AU - Špakov, Oleg

PY - 2011

Y1 - 2011

N2 - 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.

AB - 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.

KW - Algorithm design

KW - Eye gaze pointing and selection

KW - Gaze controlled applications

KW - Gaze to object mapping

UR - http://www.scopus.com/inward/record.url?scp=79960161638&partnerID=8YFLogxK

U2 - 10.1145/1983302.1983308

DO - 10.1145/1983302.1983308

M3 - Conference contribution

SN - 9781450306805

BT - Proceedings of the 1st Conference on Novel Gaze-Controlled Applications, NGCA'11

ER -