Abstract
This paper presents a novel single-point calibration-based remote eye gaze tracking (REGT) method. The proposed method consists primarily of two steps. First, a user calibration database (UCDB) that contains user-specific data associated with multiple calibration points (CPs) is constructed for a certain number of users. Second, for new users, the candidate calibrated data are retrieved from the UCDB by simply requesting the users to look at a single CP on the screen center (SC). Experimental results show that the proposed REGT method with single-point calibration demonstrates a highly competitive accuracy compared with conventional methods employing multipoint calibration.
| Original language | English |
|---|---|
| Article number | 6937305 |
| Pages (from-to) | 493-498 |
| Number of pages | 6 |
| Journal | IEEE Transactions on Consumer Electronics |
| Volume | 60 |
| Issue number | 3 |
| DOIs | |
| Publication status | Published - 2014 Aug 1 |
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Improving the usability of remote eye gaze tracking for human-device interaction. / Choi, Kang A.; Ma, Chunfei; Ko, Sung-Jea.
In: IEEE Transactions on Consumer Electronics, Vol. 60, No. 3, 6937305, 01.08.2014, p. 493-498.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Improving the usability of remote eye gaze tracking for human-device interaction
AU - Choi, Kang A.
AU - Ma, Chunfei
AU - Ko, Sung-Jea
PY - 2014/8/1
Y1 - 2014/8/1
N2 - This paper presents a novel single-point calibration-based remote eye gaze tracking (REGT) method. The proposed method consists primarily of two steps. First, a user calibration database (UCDB) that contains user-specific data associated with multiple calibration points (CPs) is constructed for a certain number of users. Second, for new users, the candidate calibrated data are retrieved from the UCDB by simply requesting the users to look at a single CP on the screen center (SC). Experimental results show that the proposed REGT method with single-point calibration demonstrates a highly competitive accuracy compared with conventional methods employing multipoint calibration.
AB - This paper presents a novel single-point calibration-based remote eye gaze tracking (REGT) method. The proposed method consists primarily of two steps. First, a user calibration database (UCDB) that contains user-specific data associated with multiple calibration points (CPs) is constructed for a certain number of users. Second, for new users, the candidate calibrated data are retrieved from the UCDB by simply requesting the users to look at a single CP on the screen center (SC). Experimental results show that the proposed REGT method with single-point calibration demonstrates a highly competitive accuracy compared with conventional methods employing multipoint calibration.
KW - homography normalization
KW - one point calibration
KW - Remote eye gaze tracking
UR - http://www.scopus.com/inward/record.url?scp=84908702029&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84908702029&partnerID=8YFLogxK
U2 - 10.1109/TCE.2014.6937335
DO - 10.1109/TCE.2014.6937335
M3 - Article
VL - 60
SP - 493
EP - 498
JO - IEEE Transactions on Consumer Electronics
JF - IEEE Transactions on Consumer Electronics
SN - 0098-3063
IS - 3
M1 - 6937305
ER -