TUTCRIS - Tampereen teknillinen yliopisto

TUTCRIS

Comparison of gaze-to-objects mapping algorithms

Tutkimustuotosvertaisarvioitu

Yksityiskohdat

AlkuperäiskieliEnglanti
OtsikkoProceedings of the 1st Conference on Novel Gaze-Controlled Applications, NGCA'11
DOI - pysyväislinkit
TilaJulkaistu - 2011
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
Tapahtuma1st Conference on Novel Gaze-Controlled Applications, NGCA'11 - Karlskrona, Ruotsi
Kesto: 26 toukokuuta 201127 toukokuuta 2011

Conference

Conference1st Conference on Novel Gaze-Controlled Applications, NGCA'11
MaaRuotsi
KaupunkiKarlskrona
Ajanjakso26/05/1127/05/11

Tiivistelmä

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.