Predicting Goal-Directed Human Attention Using Inverse Reinforcement Learning

Human gaze behavior prediction is important for behavioral vision and for computer vision applications. Most models mainly focus on predicting free-viewing behavior using saliency maps, but do not generalize to goal-directed behavior, such as when a person searches for a visual target object. We pro...

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Bibliographic Details

Published in:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) Vol. 2020; pp. 190 - 199
Main Authors:	Yang, Zhibo, Huang, Lihan, Chen, Yupei, Wei, Zijun, Ahn, Seoyoung, Zelinsky, Gregory, Samaras, Dimitris, Hoai, Minh
Format:	Conference Proceeding Journal Article
Language:	English
Published:	United States IEEE 01.06.2020
Subjects:	Computational modeling Context modeling Learning (artificial intelligence) Predictive models Search problems Task analysis Visualization
ISSN:	1063-6919, 1063-6919
Online Access:	Get full text
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