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In this paper, we present an approach based on reinforcement learning for eye tracking data manipulation.
Differential privacy for eye-tracking data
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Eye-tracking dysfunctions in schizophrenic patients and their relatives
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Eye tracking in relation to age, sex, and illness
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Eye tracking dysfunction in Alzheimer-type dementia
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Pupillary diameter and cognitive load
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Reinforcement learning: A survey
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Command without a click: Dwell time typing by mouse and gaze selections
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A visual attention approach to personal identification
Maeder, A. J.; and Fookes, C. B. 2003 · 2003
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Human identification using eye movements
Kasprowski, P. 2004 · 2004
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Eye movements in biometrics
Kasprowski, P.; and Ober, J. 2004 · 2004
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Eye-movements as a biometric
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Enhancing eye-movement-based biometric identification method by using voting classifiers
Kasprowski, P.; and Ober, J. 2005 · 2005
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Calibrating Noise to Sensitivity in Private Data Analysis
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Identifying cognitive state from eye metrics
Marshall, S. P. 2007 · 2007
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Saccades and microsaccades during visual fixation, exploration, and search: foundations for a common saccadic generator
Otero-Millan, J.; Troncoso, X. G.; Macknik, S. L.; Serrano-Pedraza, I.; and Martinez-Conde, S. 2008 · 2008
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DOVES: a database of visual eye movements
Bovik, A.; Cormack, L.; Van Der Linde, I.; and Rajashekar, U. 2009 · 2009
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Learning to Predict Where Humans Look
Judd, T.; Ehinger, K.; Durand, F.; and Torralba, A. 2009 · 2009
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Privacy integrated queries: an extensible platform for privacy-preserving data analysis
McSherry, F. D. 2009 · 2009
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Toward mobile eye-based human-computer interaction
Bulling, A.; and Gellersen, H. 2010 · 2010
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Variability of eye movements when viewing dynamic natural scenes
Dorr, M.; Martinetz, T.; Gegenfurtner, K. R.; and Barth, E. 2010 · 2010
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Biometric identification via an oculomotor plant mathematical model
Komogortsev, O. V.; Jayarathna, S.; Aragon, C. R.; and Mahmoud, M. 2010 · 2010
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Differentially private aggregation of distributed time-series with transformation and encryption
Rastogi, V.; and Nath, S. 2010 · 2010
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Expertise differences in the comprehension of visualizations: A meta-analysis of eye-tracking research in professional domains
Gegenfurtner, A.; Lehtinen, E.; and Säljö, R. 2011 · 2011
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Perceptual mechanism underlying gaze guidance in chimpanzees and humans
Kano, F.; and Tomonaga, M. 2011 · 2011
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Looks like eve: Exposing insider threats using eye movement biometrics
Eberz, S.; Rasmussen, K. B.; Lenders, V.; and Martinovic, I. 2016 · 2016
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Eyes Wide Open? Eyelid Location and Eye Aperture Estimation for Pervasive Eye Tracking in Real-World Scenarios
Fuhl, W.; Santini, T.; Geisler, D.; Kübler, T. C.; Rosenstiel, W.; and Kasneci, E. 2016a · 2016
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Towards Intelligent Surgical Microscopes: Surgeons Gaze and Instrument Tracking
Eivazi, S.; Fuhl, W.; and Kasneci, E. 2017 · 2017
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Towards automatic skill evaluation in microsurgery
Eivazi, S.; Slupina, M.; Fuhl, W.; Afkari, H.; Hafez, A.; and Kasneci, E. 2017b · 2017
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EyeLad: Remote Eye Tracking Image Labeling Tool
Fuhl, W.; Santini, T.; Geisler, D.; Kübler, T. C.; and Kasneci, E. 2017b · 2017
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Sarathy, R.; and Muralidhar, K. 2011 · 2011
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Look & touch: gaze-supported target acquisition
Stellmach, S.; and Dachselt, R. 2012 · 2012
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EyeContext: recognition of high-level contextual cues from human visual behaviour
Bulling, A.; Weichel, C.; and Gellersen, H. 2013 · 2013
Cited alongside, same era.
Reinforcement learning in robotics: A survey
Kober, J.; Bagnell, J. A.; and Peters, J. 2013 · 2013
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Biometric authentication via complex oculomotor behavior
Komogortsev, O. V.; and Holland, C. D. 2013 · 2013
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Towards inferring language expertise using eye tracking
Kunze, K.; Kawaichi, H.; Yoshimura, K.; and Kise, K. 2013 · 2013
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Generative adversarial nets
Goodfellow, I.; Pouget-Abadie, J.; Mirza, M.; Xu, B.; Warde-Farley, D.; Ozair, S.; Courville, A.; and Bengio, Y. 2014 · 2014
Cited alongside, same era.
Fuhl, W.; Santini, T.; and Kasneci, E. 2017a · 2017
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Knock knock, who’s there? Membership inference on aggregate location data
Pyrgelis, A.; Troncoso, C.; and De Cristofaro, E. 2017 · 2017
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Gender classification based on eye movements: A processing effect during passive face viewing
Sammaknejad, N.; Pouretemad, H.; Eslahchi, C.; Salahirad, A.; and Alinejad, A. 2017 · 2017
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Dependent Differential Privacy for Correlated Data
Zhao, J.; Zhang, J.; and Poor, H. V. 2017 · 2017
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Eye movement velocity and gaze data generator for evaluation, robustness testing and assess of eye tracking software and visualization tools
Fuhl, W.; and Kasneci, E. 2018 · 2018
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Eye Movements During Everyday Behavior Predict Personality Traits
Hoppe, S.; Loetscher, T.; Morey, S. A.; and Bulling, A. 2018 · 2018
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Continuous authentication using eye movement response of implicit visual stimuli
Zhang, Y.; Hu, W.; Xu, W.; Chou, C. T.; and Hu, J. 2018 · 2018
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Image-based extraction of eye features for robust eye tracking
Fuhl, W. 2019 · 2019
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Ferns for area of interest free scanpath classification
Fuhl, W.; Castner, N.; Kübler, T. C.; Lotz, A.; Rosenstiel, W.; and Kasneci, E. 2019c · 2019
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Applications of deep reinforcement learning in communications and networking: A survey
Luong, N. C.; Hoang, D. T.; Gong, S.; Niyato, D.; Wang, P.; Liang, Y.-C.; and Kim, D. I. 2019 · 2019
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Privacy-Preserving Eye Videos Using Rubber Sheet Model
Chaudhary, A. K.; and Pelz, J. B. 2020 · 2020
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Neural networks for optical vector and eye ball parameter estimation
Fuhl, W.; Gao, H.; and Kasneci, E. 2020a · 2020
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Tiny convolution, decision tree, and binary neuronal networks for robust and real time pupil outline estimation
Fuhl, W.; Gao, H.; and Kasneci, E. 2020b · 2020
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Fully Convolutional Neural Networks for Raw Eye Tracking Data Segmentation, Generation, and Reconstruction
Fuhl, W.; Rong, Y.; and Enkelejda, K. 2020 · 2020
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