Iris Detection for Gaze Tracking Using Video Frames

被引：0
作者：
Sheela, S. V.
Abhinand, P.
机构：
来源：
2015 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC) | 2015年
关键词：
SYSTEM;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The computation of gaze direction is important in modern interactive systems. The displays in real-time monitoring systems depend on spatial and temporal characteristics of eye movement. Research studies indicate the requirement for efficient and novel techniques in human computer interaction. A strong need for gaze tracking methods that eliminate initial setup and attune procedure is required. The pupil, iris and eye corners provide parametric data to determine gaze direction. Gaze tracking algorithm is initiated by iris localization. The approach of iris detection using frames captured from the video is significant for feature based gaze tracking. In this paper, the procedures for face and eye detection in visible light are discussed. The novel method discussed in this paper identify single face image appropriate for gaze tracking by elimination of multiple and non-face images. Iris detection is performed using Hough gradient method. The correctness rate of iris detection obtained is 95%.
引用
收藏
页码：629 / 633
页数：5
相关论文
共 50 条
[41]   Lane Detection and Tracking Using a Parallel-snake Approach [J].
Li, Xiangyang ;
Fang, Xiangzhong ;
Wang, Ci ;
Zhang, Wei .
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2015, 77 (3-4) :597-609
[42]   Comparison of laser in situ keratomileusis for myopic astigmatism without iris registration, with iris registration, and with iris registration-assisted dynamic rotational eye tracking [J].
Prakash, Gaurav ;
Agarwal, Amar ;
Kumar, Dhivya Ashok ;
Jacob, Soosan ;
Agarwal, Athiya .
JOURNAL OF CATARACT AND REFRACTIVE SURGERY, 2011, 37 (03) :574-581
[43]   Video-based tracking of vehicles using multiple time-spatial images [J].
Mithun, Niluthpol Chowdhury ;
Howlader, Tamanna ;
Rahman, S. M. Mahbubur .
EXPERT SYSTEMS WITH APPLICATIONS, 2016, 62 :17-31
[44]   Tracking olive fruit movement and twisting during the harvesting process using video analysis [J].
Castillo-Ruiz, F. J. ;
Tombesi, S. ;
Farinelli, D. .
VIII INTERNATIONAL OLIVE SYMPOSIUM, 2018, 1199 :409-414
[45]   Script identification in natural scene image and video frames using an attention based Convolutional-LSTM network [J].
Bhunia, Ankan Kumar ;
Konwer, Aishik ;
Bhunia, Ayan Kumar ;
Bhowmick, Abir ;
Roy, Partha P. ;
Pal, Umapada .
PATTERN RECOGNITION, 2019, 85 :172-184
[46]   FAST PUPIL LOCATION FOR BETTER IRIS DETECTION [J].
Kallel, Imene Khanfir ;
Masmoudi, Dorra Sellami ;
Derbel, Nabil .
2009 6TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS AND DEVICES, VOLS 1 AND 2, 2009, :739-744
[47]   Lane detection and tracking using a new lane model and distance transform [J].
Ruyi, Jiang ;
Reinhard, Klette ;
Tobi, Vaudrey ;
Shigang, Wang .
MACHINE VISION AND APPLICATIONS, 2011, 22 (04) :721-737
[48]   UAV Detection and Tracking in Urban Environments Using Passive Sensors: A Survey [J].
Yan, Xiaochen ;
Fu, Tingting ;
Lin, Huaming ;
Xuan, Feng ;
Huang, Yi ;
Cao, Yuchen ;
Hu, Haoji ;
Liu, Peng .
APPLIED SCIENCES-BASEL, 2023, 13 (20)
[49]   Automated measurement of mouse social behaviors using depth sensing, video tracking, and machine learning [J].
Hong, Weizhe ;
Kennedy, Ann ;
Burgos-Artizzu, Xavier P. ;
Zelikowsky, Moriel ;
Navonne, Santiago G. ;
Perona, Pietro ;
Anderson, David J. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (38) :E5351-E5360
[50]   Video sequence motion tracking by fuzzification techniques [J].
Moreno-Garcia, Juan ;
Rodriguez-Benitez, Luis ;
Fernandez-Caballero, Antonio ;
Lopez, Maria T. .
APPLIED SOFT COMPUTING, 2010, 10 (01) :318-331
12345