Ontology highlight
ABSTRACT:
SUBMITTER: Yang Z
PROVIDER: S-EPMC8218821 | biostudies-literature | 2020 Jun
REPOSITORIES: biostudies-literature
Yang Zhibo Z Huang Lihan L Chen Yupei Y Wei Zijun Z Ahn Seoyoung S Zelinsky Gregory G Samaras Dimitris D Hoai Minh M
Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition 20200601
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 propose the first inverse reinforcement learning (IRL) model to learn the internal reward function and policy used by humans during visual search. We modeled the viewer's internal belief states as dynami ...[more]