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A Comprehensive Review On Various State Of Art Techniques For Eye Blink Detection [article]

Sannidhan MS, Sunil Kumar Aithal, Abhir Bhandary
2019 arXiv   pre-print
effectiveness factor today it has become more efficient and cheaper to use eye blink detection for keeping track of the concentration level of the driver.Hence this paper presents an exhaustive review  ...  on the implementations of various eye blink detection algorithms.The detection system has also extended its application in various other fields like drowsiness detection and fatigue detection and expression  ...  For real-time eye-blink detection and monitoring they used OpenCV tool consisting of functions which focussed on real-time image processing and analysis.  ... 
arXiv:1912.05017v1 fatcat:ndo3rrpdanektidlz3tcol5oae

Mobile-Based Eye-Blink Detection Performance Analysis on Android Platform

Md. Talal Bin Noman, Md. Atiqur Rahman Ahad
2018 Frontiers in ICT  
In this article, we develop a real-time mobile phone-based gaze tracking and eye-blink detection system on Android platform.  ...  This combined solution for gaze tracking and eye-blink detection system has high detection accuracy and low time consumption. We obtain 98% accuracy at 0° angles for blink detection from both eyes.  ...  Chau and Betke (2005) proposed a blink detection system based on real-time eye tracking with USB camera. They used template-matching approach to detect eyes and analyze eye blinks.  ... 
doi:10.3389/fict.2018.00004 fatcat:q72f6slw4rfsloqbffze7rzfqa

Self-tracking high-resolution wide-field OCT angiography [article]

Xiang Wei, Tristan T. Hormel, Yukun Guo, Thomas S. Hwang, Yali Jia
2020 arXiv   pre-print
Highly efficient GPU-based, real-time OCTA image acquisition and processing software was developed to detect eye motion artifacts.  ...  Areas with suprathreshold motion and eye blinking artifacts are automatically rescanned in real-time.  ...  Conclusion We have successfully developed a real-time OCTA-based motion and blinking detection system for eye tracking.  ... 
arXiv:2004.04823v2 fatcat:2xrfqnah6rac5bohzwbsjjsvza


2014 International Journal of Computer Science and Informatics  
The work that has been carried out for eye tracking only is not suitable for eye blink detection. Therefore some approaches had been proposed for eye tracking along with eyes blink detection.  ...  This project focuses on automatic eye blink detection in real time. The aim of this thesis is to count the number of eye blinks in a video.  ...  The primary contribution of this research is automatically initializing the eye blink tracking and detection in an image sequence for real time eye blinking and tracking applications.  ... 
doi:10.47893/ijcsi.2014.1149 fatcat:vsqee5nel5e3npyqg4ey746oqe

Efficient Eye-Blinking Detection on Smartphones: A Hybrid Approach Based on Deep Learning

Young-Joo Han, Wooseong Kim, Joon-Sang Park
2018 Mobile Information Systems  
We propose an efficient method that can be used for eye-blinking detection or eye tracking on smartphone platforms in this paper.  ...  Eye-blinking detection or eye-tracking algorithms have various applications in mobile environments, for example, a countermeasure against spoofing in face recognition systems.  ...  Especially when it comes to eye-blinking detection, the applicability of the CNN technique becomes more restricted since the eye-blinking detection problem imposes a stricter real-time requirement, that  ... 
doi:10.1155/2018/6929762 fatcat:rjp3gbgv7zf4nk5mdhyhgwx64a

Efficient Eye Blink Detection Method for disabled-helping domain

Assit. Prof., MSc. Student
2014 International Journal of Advanced Computer Science and Applications  
In this paper, we present a real time method based on some video and image processing algorithms for eye blink detection.  ...  The application is used in real time for studying the effect of light and distance between the eyes and the mobile device in order to evaluate the accuracy detection and overall accuracy of the system.  ...  The volunteers have been participated for conducting the experimental tests.  ... 
doi:10.14569/ijacsa.2014.050530 fatcat:cdlf23qgc5go3evwh6mf4gd3va

Eye Tracker for Password Authentication

Archana M Barki
2021 International Journal for Research in Applied Science and Engineering Technology  
The term "eye detection" refers to the detection of eye characteristics in a single frame. The method of measuring and correlating the positions and movements of the eyes is known as eye-tracking.  ...  Blinking ratio of the eye is used for entering the password which will then be compared with the original password for authentication process.  ...  Real-Time Eye Tracking for Password Authentication M.  ... 
doi:10.22214/ijraset.2021.35344 fatcat:jeaztqzgg5gypespytn4oxnvsm

Real-time eye blink detection with GPU-based SIFT tracking

Marc Lalonde, David Byrns, Langis Gagnon, Normand Teasdale, Denis Laurendeau
2007 Fourth Canadian Conference on Computer and Robot Vision (CRV '07)  
This paper reports on the implementation of a GPUbased, real-time eye blink detector on very low contrast images acquired under near-infrared illumination.  ...  Eye blinks are detected inside regions of interest that are aligned with the subject's eyes at initialization.  ...  Introduction The aim of this paper is to report about a first version of a real-time eye blink detector in the context of car driving simulation.  ... 
doi:10.1109/crv.2007.54 dblp:conf/crv/LalondeBGTL07 fatcat:o5zdw2sf5vcdrpiaabwicw7xg4

Adaptive Real Time Eye-Blink Detection System

Mai K.Galab, H. M. Abdalkader, Hala H. Zayed
2014 International Journal of Computer Applications  
This paper proposes a new system for detecting eye blinks accurately without any restriction on the background and the user does not have to wear any sensors or marks.  ...  The eye is one of the sense organs that can give users better interaction closer to their need by observing the change of the eyes (open or closed).  ...  [17] proposed a blink detection system based on real time eye tracking with USB camera using the template matching for detecting eyes and analyzing blinks.  ... 
doi:10.5120/17372-7910 fatcat:fxfohwubtnfghmdn5roogqn74y

Mouse Handling Using Facial Features
IJARCCE - Computer and Communication Engineering

Neha Nikhade, Maninee Chaki, Nazneen Shaikh, A.B. Lamgunde
2015 IJARCCE  
HCI aims to improve the interactions between users and computers by making computers more user friendly .The paper presents a system for eye blink detection and head movements for communication between  ...  The patterns of between-the-eyes are tracked with update template matching in face tracking  ...  In this paper we propose a real time face detection and tracking algorithm for video sequences. In recent years many methods, algorithms have been proposed for detection of face.  ... 
doi:10.17148/ijarcce.2015.4239 fatcat:orubko2jkjfypc2j72m6ib6jj4

Robust eyelid tracking for fatigue detection

Fei Yang, Xiang Yu, Junzhou Huang, Peng Yang, Dimitris Metaxas
2012 2012 19th IEEE International Conference on Image Processing  
Our system is able to track face movement and fit eyelids reliably in real time. We test our system with videos captured from both alert and drowsy subjects.  ...  We develop a non-intrusive system for monitoring fatigue by tracking eyelids with a single web camera.  ...  Instead of directly tracking the eyes, we first employ a robust face tracker, which could track the facial landmarks with various poses in real time.  ... 
doi:10.1109/icip.2012.6467238 dblp:conf/icip/YangYHYM12 fatcat:fzrwzehrsjdujlolvfbtr2rlk4

Eyeblink Detection in the Field: A Proof of Concept Study of Two Mobile Optical Eye-Trackers

Theresa Schweizer, Thomas Wyss, Rahel Gilgen-Ammann
2021 Military medicine  
Such unfortunate outcomes could be prevented by tracking real-time physiological information, revealing individuals' objective fatigue levels.  ...  Each blink detected by the software was classified as a "true blink" (TB) when it occurred in the software output and the VI at the same time, as a "false blink" (FB) when it occurred in the software but  ...  fatigue levels in real time.  ... 
doi:10.1093/milmed/usab032 pmid:33564826 fatcat:x7ueohrzovdo3labmo4xsr6uru

Drowsiness Detection using Eye Blink

Prof. Sarika Patil
2018 International Journal for Research in Applied Science and Engineering Technology  
This paper presents a labeling method for eye tracking and blink detection in the video frames obtained from low resolution consumer grade web cameras.  ...  Proposed method is robust enough against different users, noise, and eye shape changes with highest accuracy. It uses a Haar based cascade classifier for eye tracking.  ...  INTRODUCTION Different methods have been developed for eye tracking and blink detection.  ... 
doi:10.22214/ijraset.2018.4819 fatcat:2mepkwc7cbf45kshi6g2arrwti

Evaluating driving fatigue detection algorithms using eye tracking glasses

Xiang-Yu Gao, Yu-Fei Zhang, Wei-Long Zheng, Bao-Liang Lu
2015 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER)  
Particularly, PERCLOS, which is the percentage of eye closure over the pupil over time, was calculated from eyelid movement data provided by eye tracking glasses.  ...  In this paper, we propose a measure of fatigue produced by eye tracking glasses, and use it as the ground truth to evaluate driving fatigue detection algorithms.  ...  However, using eye tracking glasses for driving fatigue detection is new in current studies. B.  ... 
doi:10.1109/ner.2015.7146736 dblp:conf/ner/GaoZZL15 fatcat:4najkjf3znacro4vr7e7jjmg3m

A novel method for eye tracking and blink detection in video frames

Leo Pauly, Deepa Sankar
2015 2015 IEEE International Conference on Computer Graphics, Vision and Information Security (CGVIS)  
It uses a method involving Haar based cascade classifier for eye tracking and a combination of HOG features with SVM classifier for eye blink detection.  ...  This paper presents a novel method for eye tracking and blink detection in the video frames obtained from low resolution consumer grade web cameras.  ...  Different methods have been developed for eye tracking and blink detection.  ... 
doi:10.1109/cgvis.2015.7449931 fatcat:wjcgabv7qvf2bljcrqwkyuw7vy
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