TY - JOUR
T1 - A novel measure to determine viewing priority and its neural correlates in the human brain
AU - Marsman, Jan Bernard C.
AU - Cornelissen, Frans W.
AU - Dorr, Michael
AU - Vig, Eleonora
AU - Barth, Erhardt
AU - Renken, Remco J.
N1 - Copyright:
Copyright 2018 Elsevier B.V., All rights reserved.
PY - 2016/4
Y1 - 2016/4
N2 - A key property of human visual behavior is the very frequent movement of our eyes to potentially relevant information in the environment. Observers thus continuously have to prioritize information for directing their eyes to. Research in this field has been hampered by a lack of appropriate measures and tools. Here, we propose and validate a novel measure of priority that takes advantage of the variability in the natural viewing behavior of individual observers. In short, our measure assumes that priority is low when observers' gaze behavior is inconsistent and high when it is very consistent. We calculated priority for gaze data obtained during an experiment in which participants viewed dynamic natural scenes while we simultaneously recorded their gaze position and brain activity using functional magnetic resonance imaging. Our priority measure shows only limited correlation with various saliency, surprise, and motion measures, indicating it is assessing a distinct property of visual behavior. Finally, we correlated our priority measure with the BOLD signal, thereby revealing activity in a select number of human occipital and parietal areas. This suggests the presence of a cortical network involved in computing and representing viewing priority. We conclude that our new analysis method allows for empirically establishing the priority of events in near-natural vision paradigms.
AB - A key property of human visual behavior is the very frequent movement of our eyes to potentially relevant information in the environment. Observers thus continuously have to prioritize information for directing their eyes to. Research in this field has been hampered by a lack of appropriate measures and tools. Here, we propose and validate a novel measure of priority that takes advantage of the variability in the natural viewing behavior of individual observers. In short, our measure assumes that priority is low when observers' gaze behavior is inconsistent and high when it is very consistent. We calculated priority for gaze data obtained during an experiment in which participants viewed dynamic natural scenes while we simultaneously recorded their gaze position and brain activity using functional magnetic resonance imaging. Our priority measure shows only limited correlation with various saliency, surprise, and motion measures, indicating it is assessing a distinct property of visual behavior. Finally, we correlated our priority measure with the BOLD signal, thereby revealing activity in a select number of human occipital and parietal areas. This suggests the presence of a cortical network involved in computing and representing viewing priority. We conclude that our new analysis method allows for empirically establishing the priority of events in near-natural vision paradigms.
UR - http://www.scopus.com/inward/record.url?scp=84984861235&partnerID=8YFLogxK
U2 - 10.1167/16.6.3
DO - 10.1167/16.6.3
M3 - Journal articles
C2 - 27058271
AN - SCOPUS:84984861235
SN - 1534-7362
VL - 16
JO - Journal of Vision
JF - Journal of Vision
IS - 6
M1 - 3
ER -