Visual re-identification of individual objects: a core problem for organisms and AI

Two open questions about the visual re-identification of individual objects over extended time periods are briefly reviewed: (1) How much a priori information about the nature of objects, identity and time is required to support robust individual object re-identification abilities? and (2) how do ep...

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Published inCognitive processing Vol. 17; no. 1; pp. 1 - 13
Main Author Fields, Chris
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.02.2016
Subjects
Online AccessGet full text
ISSN1612-4782
1612-4790
DOI10.1007/s10339-015-0736-3

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Abstract Two open questions about the visual re-identification of individual objects over extended time periods are briefly reviewed: (1) How much a priori information about the nature of objects, identity and time is required to support robust individual object re-identification abilities? and (2) how do epistemic feelings, such as the feeling of familiarity, contribute both to object re-identification and to the perception of opportunities and risks associated with individual objects and their affordances? The ongoing interplay between experiments that can be carried out with human subjects and experiments made possible with robotic systems is examined. It is suggested that developmental robotics, including virtual-reality simulations of robot–environment interactions, may provide the best route to understanding both the implementation of epistemic feelings in humans and their functional contribution to the identification of persistent individual objects.
AbstractList Two open questions about the visual re-identification of individual objects over extended time periods are briefly reviewed: (1) How much a priori information about the nature of objects, identity and time is required to support robust individual object re-identification abilities? and (2) how do epistemic feelings, such as the feeling of familiarity, contribute both to object re-identification and to the perception of opportunities and risks associated with individual objects and their affordances? The ongoing interplay between experiments that can be carried out with human subjects and experiments made possible with robotic systems is examined. It is suggested that developmental robotics, including virtual-reality simulations of robot-environment interactions, may provide the best route to understanding both the implementation of epistemic feelings in humans and their functional contribution to the identification of persistent individual objects.
Author Fields, Chris
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Keywords Intrinsic motivation
Vision
Individual differences
Causal reasoning
Developmental robotics
Epistemic feelings
Object persistence
Language English
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Snippet Two open questions about the visual re-identification of individual objects over extended time periods are briefly reviewed: (1) How much a priori information...
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SubjectTerms Artificial Intelligence
Behavioral Sciences
Biomedical and Life Sciences
Biomedicine
Emotions - physiology
Humans
Individuality
Knowledge
Motion Perception - physiology
Motivation - physiology
Neurosciences
Recognition (Psychology) - physiology
Research Report
Title Visual re-identification of individual objects: a core problem for organisms and AI
URI https://link.springer.com/article/10.1007/s10339-015-0736-3
https://www.ncbi.nlm.nih.gov/pubmed/26449819
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Volume 17
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