Differentiating aggregate gaze distributions
Proceedings of the ACM SIGGRAPH Symposium on Applied Perception in Graphics and Visualization, 2011A machine learning approach used to classify aggregate gaze distributions recorded by an eye tracker and visualized as heatmaps is demonstrated to successfully discriminate between free and task-driven exploration of video clips.
Pilar Orero, Andrew Duchowski
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Feature Extraction Using Observer Gaze Distributions for Gender Recognition
, 2022 We determine and use the gaze distribution of observers viewing images of subjects for gender recognition. In general, people look at informative regions when determining the gender of subjects in images. Based on this observation, we hypothesize that the regions corresponding to the concentration of the observer gaze distributions contain ...
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Using 3D heatmaps to visualize the gaze distributions of observers watching a moving subject
2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)Masashi Nishiyama
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ADGaze: Anisotropic Gaussian Label Distribution Learning for fine-grained gaze estimation
Pattern RecognitionLingyun Kang +2 more
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MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019Andreas Bulling +2 more
exaly
A review of gaze entropy as a measure of visual scanning efficiency
Neuroscience and Biobehavioral Reviews, 2019Luke Downey +2 more
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Appearance-Based Gaze Estimation With Deep Learning: A Review and Benchmark
IEEE Transactions on Pattern Analysis and Machine IntelligenceFeng Lu, Haofei Wang, Yihua Cheng
exaly
A review of driver gaze estimation and application in gaze behavior understanding
Engineering Applications of Artificial IntelligencePranamesh Chakraborty +1 more
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UnMoDE: Uncertainty Modeling for Driver Gaze Estimation via Feature Disentanglement
IEEE Transactions on Intelligent Transportation SystemsMingyue Cui, Kai Huang, Daosong Hu
exaly
The eyes have it: the neuroethology, function and evolution of social gaze
Neuroscience and Biobehavioral Reviews, 2000exaly