Hidden Markov Modeling of eye movements with image information leads to better discovery of regions of interest

Conference Theme: Integrating Psychological, Philosophical, Linguistic, Computational and Neural Perspectives

[1]  Antoni B. Chan,et al.  Clustering hidden Markov models with variational HEM , 2012, J. Mach. Learn. Res..

[2]  Garrison W. Cottrell,et al.  Two Fixations Suffice in Face , 2008 .

[3]  Michel Wedel,et al.  Evidence for covert attention switching from eye-movements. Reply to commentaries on Liechty et al., 2003 , 2003 .

[4]  Ilpo Kojo,et al.  Using hidden Markov model to uncover processing states from eye movements in information search tasks , 2008, Cognitive Systems Research.

[5]  D. S. Wooding,et al.  Fixation Patterns Made during Brief Examination of Two-Dimensional Images , 1997, Perception.

[6]  L. Stark,et al.  Scanpaths in saccadic eye movements while viewing and recognizing patterns. , 1971, Vision research.

[7]  A. Young,et al.  Matching Familiar and Unfamiliar Faces on Internal and External Features , 1985, Perception.

[8]  Wilson S. Geisler,et al.  Real-time foveated multiresolution system for low-bandwidth video communication , 1998, Electronic Imaging.

[9]  G. Cottrell,et al.  Two Fixations Suffice in Face Recognition , 2008, Psychological science.

[10]  Sébastien Miellet,et al.  iMap: a novel method for statistical fixation mapping of eye movement data , 2011, Behavior research methods.

[11]  J M Findlay,et al.  Eye Movement Strategies Involved in Face Perception , 2013, Perception.

[12]  Nigel MacLennan Assessment and Analysis , 2017 .

[13]  Tim Chuk,et al.  Understanding eye movements in face recognition using hidden Markov models. , 2014, Journal of vision.

[14]  Antoni B. Chan,et al.  The variational hierarchical EM algorithm for clustering hidden Markov models , 2012, NIPS.

[15]  Carrick C. Williams,et al.  Eye movements are functional during face learning , 2005, Memory & cognition.

[16]  R. C. Oldfield The assessment and analysis of handedness: the Edinburgh inventory. , 1971, Neuropsychologia.