Robust Face Detection Using the Hausdorff Distance
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Eye Center Localization Using Adaptive Templates
CVPRW '04 Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'04) Volume 5 - Volume 05
Feature-Based Affine-Invariant Localization of Faces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic Eye Detection and Its Validation
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops - Volume 03
2D Cascaded AdaBoost for Eye Localization
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 02
A Novel Eye Location Algorithm based on Radial Symmetry Transform
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 03
A hybrid classifier for precise and robust eye detection
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 04
Multi-view face and eye detection using discriminant features
Computer Vision and Image Understanding
Eye localization in low and standard definition content with application to face matching
Computer Vision and Image Understanding
An embedded system for an eye-detection sensor
Computer Vision and Image Understanding - Special issue on eye detection and tracking
A generative framework for real time object detection and classification
Computer Vision and Image Understanding - Special issue on eye detection and tracking
Curse of mis-alignment in face recognition: problem and a novel mis-alignment learning solution
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Precise eye localization using HOG descriptors
Machine Vision and Applications
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
HRI '12 Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction
Attention-based addressee selection for service and social robots to interact with multiple persons
Proceedings of the Workshop at SIGGRAPH Asia
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There were many eye localization algorithms depending on face detection in the literature. Differently this paper presents a novel eye detection and localization system not depending on face detection for natural human and robot interaction using both stereo and visual cameras. To build a robust system we use stereo and visual cameras in synergy. The stereo camera is used to localize the head of the person to replace face detection. Then our eye identification algorithm detects and localizes two eyes inside head box. In eye detection step, our algorithm uses a HOG-moment (Histogram Of Gradient) feature to detect two eyes inside the head box. In eye localization step, we employ an iterative procedure to search the best location for eye pair. The experimental results show that the proposed eye detection and localization algorithm, not depending on face detection, has a similar robustness as the existing eye localization algorithms.