Markov models for ocular fixation locations in the presence and absence of colour
Published version
Peer-reviewed
Repository URI
Repository DOI
Change log
Authors
Kashlak, AB
Devane, E
Dietert, H
Jackson, H
Abstract
In response to the 2015 Royal Statistical Society's statistical analytics challenge, we propose to model the fixation locations of the human eye when observing a still image by a Markov point process in R
Description
Keywords
Bayesian model selection, cluster analysis, finite mixture model, image saliency, Markov point process, ocular fixation
Journal Title
Journal of the Royal Statistical Society. Series C: Applied Statistics
Conference Name
Journal ISSN
0035-9254
1467-9876
1467-9876
Volume Title
Publisher
Wiley
Publisher DOI
Sponsorship
Engineering and Physical Sciences Research Council (EP/H023348/1)
This work was supported by UK Engineering and Physical Sciences Research Council grant EP/H023348/1 for the University of Cambridge Centre for Doctoral Training, Cambridge Centre for Analysis.