Robot face memorability is affected by uncanny appearance

Human face recognition is influenced by various social and environmental constructs. For example, both age and race can affect the likelihood that a human face will be correctly recalled. General face appearance (i.e. friendly or untrustworthy faces) can also influence memorability. As human-robot i...

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Main Authors: Allie R. Geiger, Benjamin Balas
Format: Article
Language:English
Published: Elsevier 2021-08-01
Series:Computers in Human Behavior Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2451958821001019
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author Allie R. Geiger
Benjamin Balas
author_facet Allie R. Geiger
Benjamin Balas
author_sort Allie R. Geiger
collection DOAJ
description Human face recognition is influenced by various social and environmental constructs. For example, both age and race can affect the likelihood that a human face will be correctly recalled. General face appearance (i.e. friendly or untrustworthy faces) can also influence memorability. As human-robot interaction (HRI) becomes more commonplace, understanding what factors influence face recognition for non-human social agents is increasingly important. In particular, while there is a growing literature comparing the recognition of real human faces to computer-generated face images, comparisons between human face processing and robot face processing are largely unexplored. Here, we examined how the uncanny/eeriness of robot-faces affects memorability by using a 2AFC old/new task with various robot faces. Participants rated robot and human faces on perceived uncanniness during a study phase and were subsequently given a surprise memory task with only a fraction of the previously-encountered robot faces. Our results demonstrate that robots who are rated as more uncanny are more memorable than those that do not elicit the eerie feelings that correspond with uncanny faces: The more uncanny the robot face, the more accurately and quickly they were recalled. We discuss these results in the context of the design of social agents for HRI and also vis-a-vis theories of human face recognition and memory.
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spelling doaj.art-df127a170a8e46c095045d65d58f40f02022-12-21T17:24:32ZengElsevierComputers in Human Behavior Reports2451-95882021-08-014100153Robot face memorability is affected by uncanny appearanceAllie R. Geiger0Benjamin Balas1Department of Psychology, Center for Visual and Cognitive Neuroscience, North Dakota State University, USACorresponding author. Department of Psychology, North Dakota State University, Fargo, ND, 58102, USA.; Department of Psychology, Center for Visual and Cognitive Neuroscience, North Dakota State University, USAHuman face recognition is influenced by various social and environmental constructs. For example, both age and race can affect the likelihood that a human face will be correctly recalled. General face appearance (i.e. friendly or untrustworthy faces) can also influence memorability. As human-robot interaction (HRI) becomes more commonplace, understanding what factors influence face recognition for non-human social agents is increasingly important. In particular, while there is a growing literature comparing the recognition of real human faces to computer-generated face images, comparisons between human face processing and robot face processing are largely unexplored. Here, we examined how the uncanny/eeriness of robot-faces affects memorability by using a 2AFC old/new task with various robot faces. Participants rated robot and human faces on perceived uncanniness during a study phase and were subsequently given a surprise memory task with only a fraction of the previously-encountered robot faces. Our results demonstrate that robots who are rated as more uncanny are more memorable than those that do not elicit the eerie feelings that correspond with uncanny faces: The more uncanny the robot face, the more accurately and quickly they were recalled. We discuss these results in the context of the design of social agents for HRI and also vis-a-vis theories of human face recognition and memory.http://www.sciencedirect.com/science/article/pii/S2451958821001019Face recognitionUncanny valleyMemoryHuman-robot interaction
spellingShingle Allie R. Geiger
Benjamin Balas
Robot face memorability is affected by uncanny appearance
Computers in Human Behavior Reports
Face recognition
Uncanny valley
Memory
Human-robot interaction
title Robot face memorability is affected by uncanny appearance
title_full Robot face memorability is affected by uncanny appearance
title_fullStr Robot face memorability is affected by uncanny appearance
title_full_unstemmed Robot face memorability is affected by uncanny appearance
title_short Robot face memorability is affected by uncanny appearance
title_sort robot face memorability is affected by uncanny appearance
topic Face recognition
Uncanny valley
Memory
Human-robot interaction
url http://www.sciencedirect.com/science/article/pii/S2451958821001019
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