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We present a novel visual attention tracking technique based on Shared Attention modeling.
Context-aware saliency detection
Goferman, S., Zelnik-Manor, L., Tal, A.: · 1926
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A feature-integration theory of attention
Treisman, A.M., Gelade, G.: · 1980
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Shifts in selective visual attention: Towards the underlying neural circuitry
Koch, C., Ullman, S.: · 1985
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Modal control of an attentive vision system
Clark, J.J., Ferrier, N.J.: · 1988
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Analyzing vision at the complexity level
Tsotsos, J.K.: · 1990
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A model of saliency-based visual attention for rapid scene analysis
Itti, L., Koch, C., Niebur, E.: · 1998
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Fast scene change detection using direct feature extraction from mpeg compressed videos
Kim, Y.M., Choi, S.W., Lee, S.W.: · 2000
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Rapid object detection using a boosted cascade of simple features
Viola, P., Jones, M.: · 2001
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My eyes want to look where your eyes are looking: Exploring the tendency to imitate another individual’s gaze
Ricciardelli, P., Bricolo, E., Aglioti, S.M., Chelazzi, L.: · 2002
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Histograms of oriented gradients for human detection
Dalal, N., Triggs, B.: · 2005
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Modeling attention to salient proto-objects
Walther, D., Koch, C.: · 2006
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Contextual guidance of eye movements and attention in real-world scenes: the role of global features in object search
Torralba, A., Castelhano, M.S., Oliva, A., Henderson, J.M.: · 2006
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The challenges of joint attention
Kaplan, F., Hafner, V.V.: · 2006
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A probabilistic model of gaze imitation and shared attention
Hoffman, M.W., Grimes, D.B., Shon, A.P., Rao, R.P.: · 2006
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Gaze following: Why (not) learn it
Triesch, J., Teuscher, C., Carlson, E.: · 2006
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Graph-based visual saliency
Harel, J., Koch, C., Perona, P.: · 2007
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The central fixation bias in scene viewing: Selecting an optimal viewing position independently of motor biases and image feature distributions
Tatler, B.W.: · 2007
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I see what you see: Eye movements in real-world scenes are affected by perceived direction of gaze
Castelhano, M.S., Wieth, M., Henderson, J.M.: · 2007
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Tracking the visual focus of attention for a varying number of wandering people
Smith, K., Ba, S., Odobez, J., Gatica-Perez, D.: · 2008
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Guiding visual surveillance by tracking human attention
Benfold, B., Reid, I.: · 2009
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Tsaliency and scan patterns in the inspection of real-world scenes: Eye movements during encoding and recognition
Underwood, G., Foulsham, T., Humphrey, K.: · 2009
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Saliency does not account for fixations to eyes within social scenes
Birmingham, E., Bischof, W.F., Kingstone, A.: · 2009
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Quantifying center bias of observers in free viewing of dynamic natural scenes
Rare2012: A multi-scale rarity-based saliency detection with its comparative statistical analysis
Riche, N., Mancas, M., Duvinage, M., Mibulumukini, M., Gosselin, B., Dutoit, T.: · 2013
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Saliency detection: A boolean map approach
Zhang, J., Sclaroff, S.: · 2013
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State-of-the-art in visual attention modeling
Borji, A., Itti, L.: · 2013
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Quantitative analysis of human-model agreement in visual saliency modeling: A comparative study
Borji, A., Sihite, D., Itti, L.: · 2013
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Improving visual saliency by adding ‘face feature map’ and ‘center bias’
Marat, S., Rahman, A., Pellerin, D., Guyader, N., Houzet, D.: · 2013
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Attentional mechanisms for socially interactive robots- a survey
Ferreira, J., Dias, J.: · 2014
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Tseng, P.H., Carmi, R., Cameron, I.G.M., Munoz, D.P., Itti, L.: · 2009
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Learning to predict where humans look
Judd, T., Ehinger, K., Durand, F., Torralba, A.: · 2009
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An eye fixation database for saliency detection in images
Ramanathan, S., Katti, H., Sebe, N., Kankanhalli, M., Chua, T.S.: · 2010
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Do predictions of visual perception aid design?
Rosenholtz, R., Dorai, A., Freeman, R.: · 2011
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Clustering of gaze during dynamic scene viewing is predicted by motion
Mital, P.K., Smith, T.J., Hill, R., Henderson, J.M.: · 2011
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Action recognition from a distributed representation of pose and appearance
Maji, S., Bourdev, L., Malik, J.: · 2011
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Fast and efficient saliency detection using sparse sampling and kernel density estimation
Tavakoli, H.R., Rahtu, E., Heikkilä, J.: · 2011
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An inverse yarbus process: Predicting observers’ task from eye movement patterns
Haji-Abolhassani, A., Clark, J.J.: · 2014
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Defending yarbus: Eye movements reveal observers’ task
Borji, A., Itti, L.: · 2014
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Predicting an observer’s task using multi-fixation pattern analysis
Kanan, C., Ray, N.A., Bseiso, D.N.F., Hsiao, J.H., Cottrell, G.W.: · 2014
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Large-scale optimization of hierarchical features for saliency prediction in natural images
Vig, E., Dorr, M., Cox, D.: · 2014
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Complementary effects of gaze direction and early saliency in guiding fixations during free viewing
Borji, A., Parks, D., Itti, L.: · 2014
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Meet me where i’m gazing: How shared attention gaze affects human-robot handover timing
Moon, A., Troniak, D.M., Gleeson, B., Pan, M.K., Zheng, M., Blumer, B.A., MacLean, K., Croft, E.A.: · 2014
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Incremental face alignment in the wild
Asthana, A., Zafeiriou, S., Cheng, S., Pantic, M.: · 2014
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Exploiting surroundedness for saliency detection: A boolean map approach
Zhang, J., Sclaroff, S.: · 2015
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CAT2000: A large scale fixation dataset for boosting saliency research
Borji, A., Itti, L.: · 2015
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Augmented saliency model using automatic 3D head pose detection and learned gaze following in natural scenes
Parks, D., Borji, A., Itti, L.: · 2015
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