Title
Exploiting the GBVS for Saliency aware Gaze Heatmaps
Abstract
Analyzing visual perception in scene images is dominated by two different approaches: 1.) Eye Tracking, which allows us to measure the visual focus directly by mapping a detected fixation to a scene image, and 2.) Saliency maps, which predict the perceivability of a scene region by assessing the emitted visual stimulus with respect to the retinal feature extraction. One of the best-known algorithms for calculating saliency maps is GBVS. In this work, we propose a novel visualization method by generating a joint fixation-saliency heatmap. By incorporating a tracked gaze signal into the GBVS, the proposed method equilibrates the fixation frequency and duration to the scene stimulus, and thus visualizes the rate of the extracted visual stimulus by the spectator.
Year
DOI
Venue
2020
10.1145/3379156.3391367
ETRA '20: 2020 Symposium on Eye Tracking Research and Applications Stuttgart Germany June, 2020
Keywords
DocType
ISBN
Eye-Tracking, Visual Stimulus, Visual Perception, Scene Evaluation
Conference
978-1-4503-7134-6
Citations 
PageRank 
References 
0
0.34
0
Authors
4
Name
Order
Citations
PageRank
David Geisler1183.70
Daniel Weber200.34
Nora Castner301.69
Enkelejda Kasneci420233.86