Proceedings ArticleDOI
A Novel Method for Eye Corner Detection Based on Weighted Variance Projection Function
Haiying Xia,Guoping Yan +1 more
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TLDR
A novel eye corner detection method is presented, which combines Harris's response function with variance projection function, and is capable of detecting a pair of inner and outer eye corners from a complex background.Abstract:
A novel eye corner detection method is presented in this paper. The method is capable of detecting a pair of inner and outer eye corners from a complex background. Faces and eyes are first detected from the image by Adaboost with Haar-like features. Next, the potential area of the eye corner is determined based on variance projection function. In view of the corner characteristics of the eye corner, the weighted variance projection function is proposed to locate the eye corner within the potential area, which combines Harris's response function with variance projection function. The robustness and accuracy of the proposed method are demonstrated in experiment.read more
Citations
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Journal ArticleDOI
Hybrid method based on topography for robust detection of iris center and eye corners
TL;DR: The algorithm is tested in the BioID database and in a proprietary database containing more than 1200 images and shows that the suggested algorithm is robust and accurate.
Journal ArticleDOI
Evaluation of accurate eye corner detection methods for gaze estimation
TL;DR: This paper proposes novel eye inner corner detection methods based on AAM and Harris corner detector and demonstrates that a method based on a neural network presents the best performance even in light changing scenarios.
Proceedings ArticleDOI
A robust eye-corner detection method for real-world data
Gil Santos,Hugo Proença +1 more
TL;DR: This paper describes an eye-corner detection method that emphasizes robustness, i.e., its ability to deal with degraded data, and applicability to real-world conditions and outperforms others in both noise-free and degraded data.
Book ChapterDOI
An efficient iris and eye corners extraction method
Nesli Erdogmus,Jean-Luc Dugelay +1 more
TL;DR: The proposed method stems from its reproducibility due to the utilization of simple and efficient image processing methods while achieving remarkable results without any need of training.
Book ChapterDOI
Robust Eye Gaze Estimation
TL;DR: A lighting-adaptive solution for robust eye gaze detection is introduced, a binarization and cropping technique is proposed to limit the region of interest, a gradient-based method is developed for eye-pupil detection, and an adaptive eye-corner detection technique is introduced.
References
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Journal ArticleDOI
Projection functions for eye detection
Zhi-Hua Zhou,Xin Geng +1 more
TL;DR: The generalized projection function (GPF) is defined and it is shown that IPF, VPF, and HPF are all effective in eye detection, while HPF is better thanVPF, while VPF isbetter than IPF.
Proceedings ArticleDOI
Subpixel eye gaze tracking
TL;DR: New algorithms for detecting the inner eye corner and the center of an iris at subpixel accuracy are presented, and these new methods are applied in developing a real-time gaze tracking system.