Fetching the paper…
Reading the bibliography…
The last years have seen a surge in models predicting the scanpaths of fixations made by humans when viewing images.
“Eye Movements and Vision”
Alfred. Yarbus · 1967
Earlier work this paper cites.
“Scanpaths in Saccadic Eye Movements While Viewing and Recognizing Patterns”
David Noton and Lawrence Stark · 1971
Earlier work this paper cites.
“Shifts in Selective Visual Attention: Towards the Underlying Neural Circuitry”
Christof Koch and S Ullman · 1985
Earlier work this paper cites.
“The Primate Superior Colliculus and the Control of Saccadic Eye Movements”
Rimas. Kalesnykas and David. Sparks · 1996
Earlier work this paper cites.
“Spontaneous Eye Movements During Visual Imagery Reflect the Content of the Visual Scene”
Stephan. Brandt and Lawrence. Stark · 1997
Earlier work this paper cites.
“A Model of Saliency-Based Visual Attention for Rapid Scene Analysis”
Laurent Itti, Christof Koch and Ernst Niebur · 1998
Earlier work this paper cites.
“The Ecology of Gaze Shifts”
Dirk Brockmann and Theo Geisel · 2000
Earlier work this paper cites.
“Inhibition of Return”
Raymond. Klein · 2000
Earlier work this paper cites.
“Modelling Gaze Shift as a Constrained Random Walk”
Giuseppe Boccignone and Mario Ferraro · 2003
Earlier work this paper cites.
“Empirical Validation of the Saliency-Based Model of Visual Attention”
Nabil Ouerhani, Roman von Wartburg, Heinz Hugli and Rene Muri · 2003
Earlier work this paper cites.
“Point-of-Gaze Analysis Reveals Visual Search Strategies”
Umesh Rajashekar, Lawrence. Cormack and Alan. Bovik · 2004
Earlier work this paper cites.
“Visual Correlates of Fixation Selection: Effects of Scale and Time”
Benjamin. Tatler, Roland. Baddeley and Iain. Gilchrist · 2004
Earlier work this paper cites.
“From Brainstem to Cortex: Computational Models of Saccade Generation Circuitry”
B. Girard and A. Berthoz · 2005
Earlier work this paper cites.
“Components of Bottom-up Gaze Allocation in Natural Images”
Robert. Peters, Asha Iyer, Laurent Itti and Christof Koch · 2005
Earlier work this paper cites.
“Modeling Attention to Salient Proto-Objects”
Dirk Walther and Christof Koch · 2006
Earlier work this paper cites.
“Task and Context Determine Where You Look”
Constantin. Rothkopf, Dana. Ballard and Mary. Hayhoe · 2007
Earlier work this paper cites.
“The Central Fixation Bias in Scene Viewing: Selecting an Optimal Viewing Position Independently of Motor Biases and Image Feature Distributions”
Benjamin. Tatler · 2007
Earlier work this paper cites.
“Objects Predict Fixations Better than Early Saliency”
Wolfgang Einhäuser, Merrielle Spain and Pietro Perona · 2008
Earlier work this paper cites.
“Learning to Predict Where Humans Look”
Tilke Judd, Krista Ehinger, Frédo Durand and Antonio Torralba · 2009
Earlier work this paper cites.
“Facilitation of Return during Scene Viewing”
Tim. Smith and John. Henderson · 2009
Cited alongside, same era.
“ScanMatch: A Novel Method for Comparing Fixation Sequences”
Filipe Cristino, Sebastiaan Mathôt, Jan Theeuwes and Iain. Gilchrist · 2010
Cited alongside, same era.
“A Vector-Based, Multidimensional Scanpath Similarity Measure”
Halszka Jarodzka, Kenneth Holmqvist and Marcus Nyström · 2010
Cited alongside, same era.
“Simulating Human Saccadic Scanpaths on Natural Images”
Wei Wang et al · 2011
Cited alongside, same era.
“Measures and Limits of Models of Fixation Selection”
Niklas Wilming, Torsten Betz, Tim. Kietzmann and Peter König · 2011
Cited alongside, same era.
“State-of-the-Art in Visual Attention Modeling”
A. Borji and L. Itti · 2012
Cited alongside, same era.
“TurkerGaze: Crowdsourcing Saliency with Webcam Based Eye Tracking”, 2015
Pingmei Xu et al · 2015
Later among the works it cites.
“A Model of the Superior Colliculus Predicts Fixation Locations during Scene Viewing and Visual Search”
Hossein Adeli, Françoise Vitu and Gregory. Zelinsky · 2016
Later among the works it cites.
“Introducing Context-Dependent and Spatially-Variant Viewing Biases in Saccadic Models”
Olivier Le and Antoine Coutrot · 2016
Later among the works it cites.
“SaltiNet: Scan-Path Prediction on 360 Degree Images Using Saliency Volumes”
Marc Assens, Xavier Giro-i-Nieto, Kevin McGuinness and Noel. OConnor · 2017
Later among the works it cites.
“The Saccadic Flow Baseline: Accounting for Image-Independent Biases in Fixation Behavior”
Alasdair.. Clarke, Matthew. Stainer, Benjamin. Tatler and Amelia. Hunt · 2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
“A Benchmark of Computational Models of Saliency to Predict Human Fixations”
Tilke Judd, Frédo Durand and Antonio Torralba · 2012
Cited alongside, same era.
“Modeling Fixation Locations Using Spatial Point Processes”
Simon Barthelmé, Hans Trukenbrod, Ralf Engbert and Felix Wichmann · 2013
Cited alongside, same era.
“Objects Do Not Predict Fixations Better than Early Saliency: A Re-Analysis of Einhäuser et al.’s Data”
Ali Borji, Dicky. Sihite and Laurent Itti · 2013
Cited alongside, same era.
“Objects and Saliency: Reply to Borji et Al.”
Wolfgang Einhäuser · 2013
Cited alongside, same era.
“Superior Colliculus and Visual Spatial Attention”
Richard. Krauzlis, Lee. Lovejoy and Alexandre Zénon · 2013
Cited alongside, same era.
“Semantically-Based Human Scanpath Estimation with HMMs”
Huiying Liu et al · 2013
Cited alongside, same era.
“Understanding Low- and High-Level Contributions to Fixation Prediction”, 2017, pp. 4789–4798
Matthias Kümmerer, Thomas.. Wallis, Leon. Gatys and Matthias Bethge · 2017
Later among the works it cites.
“Likelihood-Based Parameter Estimation and Comparison of Dynamical Cognitive Models.”
Heiko. Schütt et al · 2017
Later among the works it cites.
“LATEST: A Model of Saccadic Decisions in Space and Time.”
Benjamin. Tatler, James. Brockmole and R… Carpenter · 2017
Later among the works it cites.
“Scanpath Modeling and Classification with Hidden Markov Models”
Antoine Coutrot, Janet. Hsiao and Antoni. Chan · 2018
Later among the works it cites.
“Learning to Segment Every Thing”
Ronghang Hu et al · 2018
Later among the works it cites.
“Saliency Benchmarking Made Easy: Separating Models, Maps and Metrics”
Matthias Kümmerer, Thomas.. Wallis and Matthias Bethge · 2018
Later among the works it cites.
“PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks”
Marc Assens, Xavier Giro-i-Nieto, Kevin McGuinness and Noel. O’Connor · 2019
Later among the works it cites.
“DeepGaze III: Using Deep Learning to Probe Interactions Between Scene Content and Scanpath History in Fixation Selection”
Matthias Kümmerer, Thomas.A. Wallis and Matthias Bethge · 2019
Later among the works it cites.
“Searchers Adjust Their Eye-Movement Dynamics to Target Characteristics in Natural Scenes”
Lars.. Rothkegel et al · 2019
Later among the works it cites.
“Visual Scanpath Prediction Using IOR-ROI Recurrent Mixture Density Network”
Wanjie Sun, Zhenzhong Chen and Feng Wu · 2019
Later among the works it cites.
“Predicting Human Saccadic Scanpaths Based on Iterative Representation Learning”
Chen Xia, Junwei Han, Fei Qi and Guangming Shi · 2019
Later among the works it cites.
“Gravitational Laws of Focus of Attention”
D. Zanca, S. Melacci and M. Gori · 2019
Later among the works it cites.
“SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python”
Pauli Virtanen et al · 2020
Later among the works it cites.
“Predicting Goal-Directed Human Attention Using Inverse Reinforcement Learning”, 2020, pp. 193–202
Zhibo Yang et al · 2020
Later among the works it cites.