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A computational model for embodied visual perspective taking: from physical movements to mental simulation
File | Description | Size | Format | |
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Fischer_Demiris_CVPR2018W_stamped.pdf | Accepted version | 3.42 MB | Adobe PDF | View/Open |
Title: | A computational model for embodied visual perspective taking: from physical movements to mental simulation |
Authors: | Fischer, T Demiris, Y |
Item Type: | Conference Paper |
Abstract: | To understand people and their intentions, humans have developed the ability to imagine their surroundings from another visual point of view. This cognitive ability is called perspective taking and has been shown to be essential in child development and social interactions. However, the precise cognitive mechanisms underlying perspective taking remain to be fully understood. Here we present a computa- tional model that implements perspective taking as a mental simulation of the physical movements required to step into the other point of view. The visual percept after each mental simulation step is estimated using a set of forward models. Based on our experimental results, we propose that a visual attention mechanism explains the response times reported in human visual perspective taking experiments. The model is also able to generate several testable predictions to be explored in further neurophysiological studies. |
Issue Date: | 18-Jun-2018 |
Date of Acceptance: | 6-Jun-2018 |
URI: | http://hdl.handle.net/10044/1/60434 |
Copyright Statement: | © 2018 The Author(s) |
Conference Name: | Vision Meets Cognition Workshop at CVPR 2018 |
Publication Status: | Published |
Start Date: | 2018-06-18 |
Finish Date: | 2018-06-22 |
Conference Place: | Salt Lake City, Utah, USA |
Online Publication Date: | 2018-06-18 |
Appears in Collections: | Electrical and Electronic Engineering Faculty of Engineering |