2021
DOI: 10.48550/arxiv.2106.06073
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A modular framework for object-based saccadic decisions in dynamic scenes

Nicolas Roth,
Pia Bideau,
Olaf Hellwich
et al.

Abstract: Visually exploring the world around us is not a passive process. Instead, we actively explore the world and acquire visual information over time. Here, we present a new model for simulating human eye-movement behavior in dynamic real-world scenes. We model this active scene-exploration as a sequential decision making process. We adapt the popular drift-diffusion model (DDM) for perceptual decision making and extend it towards multiple options, defined by objects present in the scene. For each possible choice, … Show more

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