Title
Coherence Fields for 3D Saliency Prediction.
Abstract
In the coherence theory of attention [26] a coherence field is defined by a hierarchy of structures, supporting the activities across the different stages of visual attention. At the interface between low level and mid level attention processing stages are the proto-objects, generated in parallel and collecting features of the scene at specific location and time. These structures fade away if the region is not further attended by attention. We introduce a method to computationally model these structures on the basis of experiments made in dynamic 3D environments, where the only control is due to the Gaze Machine, a gaze measurement framework that can record pupil motion at the required speed and project the point of regard in the 3D space [25],[24]. We show also how, from these volatile structures, it is possible to predict saliency in 3D dynamic environments.
Year
Venue
DocType
2012
BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES 2012
Conference
Volume
ISSN
Citations 
196
2194-5357
0
PageRank 
References 
Authors
0.34
14
3
Name
Order
Citations
PageRank
Fiora Pirri168494.09
Matia Pizzoli244619.74
Arnab Sinha320913.78