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A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition

Zhu, Dingyun; Mendis, B Sumudu; Gedeon, Tamas (Tom); Asthana, Akshay; Goecke, Roland


Face perception and text reading are two of the most developed visual perceptual skills in humans. Understanding which features in the respective visual patterns make them differ from each other is very important for us to investigate the correlation between human's visual behavior and cognitive processes. We introduce our fuzzy signatures with a Levenberg-Marquardt optimization method based hybrid approach for recognizing the different eye gaze patterns when a human is viewing faces or text...[Show more]

CollectionsANU Research Publications
Date published: 2008
Type: Conference paper
Source: Proceedings of International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (APNNA 2008)
DOI: 10.1007/978-3-642-03040-6_80


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