Research Article

Nonwearable Gaze Tracking System for Controlling Home Appliance

Table 1

Summaries of proposed and previous approaches.

CategoryMethodAdvantagesDisadvantage

Gaze tracking on 2D screenWearable device [9, 10, 15]Eye images are acquired by wearable gaze tracking device.The accuracy of gaze estimation is usually higher than that by nonwearable device. Application is restricted to interaction with a 2D screen.
Nonwearable device [11ā€“14]Eye or face images are acquired by nonwearable gaze tracking device.User convenience is higher than that by wearable device.

Gaze tracking in 3D spaceWearable device [16ā€“21]Scene and eye images are acquired by wearable device.The allowable range of head rotation is large, because the wearable gaze tracking device is moved according to head movement.User inconvenience increases by wearing the device including two cameras for gaze estimation and frontal viewing.
Nonwearable deviceFrontal viewing camera sensing visible light [16]Scene and eye images are acquired by nonwearable devices.User convenience is higher than that by wearable device.Complicated algorithm is required to recognize the object in the visible light image given by frontal viewing camera.
Frontal viewing camera sensing NIR light
(proposed method)
The object in the frontal viewing image can be easily detected and recognized using the NIR camera and NIR LED pattern.Additional NIR LEDs must be attached to the outer boundary of the object to be recognized.