How Well Can Saliency Models Predict Fixation Selection in Scenes Beyond Central Bias? A New Approach to Model Evaluation Using Generalized Linear Mixed Models

Since the turn of the millennium, a large number of computational models of visual salience have been put forward. How best to evaluate a given model's ability to predict where human observers fixate in images of real-world scenes remains an open research question. Assessing the role of spatial...

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Bibliographic Details
Main Authors: Antje Nuthmann, Wolfgang Einhäuser, Immo Schütz
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-10-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fnhum.2017.00491/full