TUTCRIS - Tampereen teknillinen yliopisto

TUTCRIS

Real-time hidden gaze point correction

Tutkimustuotosvertaisarvioitu

Yksityiskohdat

AlkuperäiskieliEnglanti
OtsikkoProceedings of the Symposium on Eye Tracking Research and Applications, ETRA 2014
KustantajaAssociation for Computing Machinery
Sivut291-294
Sivumäärä4
ISBN (painettu)9781450327510
DOI - pysyväislinkit
TilaJulkaistu - 2014
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
Tapahtuma8th Symposium on Eye Tracking Research and Applications, ETRA 2014 - Safety Harbor, FL, Yhdysvallat
Kesto: 26 maaliskuuta 201428 maaliskuuta 2014

Conference

Conference8th Symposium on Eye Tracking Research and Applications, ETRA 2014
MaaYhdysvallat
KaupunkiSafety Harbor, FL
Ajanjakso26/03/1428/03/14

Tiivistelmä

The accuracy of gaze point estimation is one of the main limiting factors in developing applications that utilize gaze input. The existing gaze point correction methods either do not support real-time interaction or imply restrictions on gazecontrolled tasks and object screen locations. We hypothesize that when gaze points can be reliably correlated with object screen locations, it is possible to gather and leverage this information for improving the accuracy of gaze pointing. We propose an algorithm that uses a growing pool of such collected correlations between gaze points and objects for real-time hidden gaze point correction. We tested this algorithm assuming that any point inside of a rectangular object has equal probability to be hit by gaze. We collected real data in a user study to simulate pointing at targets of small (80px) size. The results showed that our algorithm can significantly improve the hit rate especially in pointing at middle-sized targets. The proposed method is real-time, person- and taskindependent and is applicable for arbitrary located objects.