文章基本信息

标题：Gaze Detection by Wearable Eye-Tracking and NIR LED-Based Head-Tracking Device Based on SVR
本地全文：下载
作者：Cho, Chul Woo ; Lee, Ji Woo ; Shin, Kwang Yong 等
期刊名称：ETRI Journal
印刷版ISSN：1225-6463
电子版ISSN：2233-7326
出版年度：2012
卷号：34
期号：4
页码：542-552
DOI：10.4218/etrij.12.0111.0193
语种：English
出版社：Electronics and Telecommunications Research Institute
摘要：In this paper, a gaze estimation method is proposed for use with a large-sized display at a distance. Our research has the following four novelties: this is the first study on gaze-tracking for large-sized displays and large Z (viewing) distances; our gaze-tracking accuracy is not affected by head movements since the proposed method tracks the head by using a near infrared camera and an infrared light-emitting diode; the threshold for local binarization of the pupil area is adaptively determined by using a p-tile method based on circular edge detection irrespective of the eyelid or eyelash shadows; and accurate gaze position is calculated by using two support vector regressions without complicated calibrations for the camera, display, and user's eyes, in which the gaze positions and head movements are used as feature values. The root mean square error of gaze detection is calculated as for a 30-inch screen.
关键词：Gaze-tracking;large-sized display;support vector regression