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When Machines See Things ; Some Prerequisite Conditions for Perception by Intelligent Machines That Will Surrogate Us
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기계가 사물을 볼 때 ; 인간을 대행하는 인공물의 지각이 충족해야 할 조건

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Type
Academic journal
Author
Ko, In-Sok (인하대학교)
Journal
The New Korean Philosophical Association Journal of the New Korean Philosophical Association Vol. 100 KCI Accredited Journals
Published
2020.4
Pages
19 - 41 (23page)
DOI
10.20433/jnkpa.2020.04.100.19

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When Machines See Things ; Some Prerequisite Conditions for Perception by Intelligent Machines That Will Surrogate Us
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Abstract· Keywords

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An essential condition that a machine operating in real space, such as a service robot or a self-driving car, has to satisfy in order to successfully perform its tasks is the competence of perceiving the state of its environment. This paper investigates the conditions that must be fulfilled by the perception of such machines, specifically of those that are intended to surrogate humans. It thereby presents an analysis that embodies the thoughts about the direction that technology shall pursue, while elaborating the discussion about how to encourage the relevant technologies to move in that direction. Given the values of highest priority claimed in the first principles of engineering ethics, the artifacts that surrogate human agents must be made in the safest manner as far as we know. For this purpose, the machine vision should be developed so that it resembles the vision of human being whom it will surrogate. Human perception has interesting features endowed by the history of evolution. Among others, this paper focuses on its mode of perceiving the objects by applying conceptual categories, aspects of perceptual constancy, and the enactive characters of human perception. In every area of application considered in this paper, self-driving cars included, all these elements show distinct relevance. A normative guideline shall be deduced from this, that we must check in making such intelligent artifacts that those features of human perception be instantiated, or replaced without substantial loss in perceptual competence.

Contents

한글요약
I. 문제 확인 : 기계의 지각이 왜 문제인가
Ⅱ. 인공 지각의 몇 가지 유형과 특성
Ⅲ. 인공물의 시각이 성립할 조건: 인간의 시각에 견주어
Ⅳ. 지각의 선결조건으로서의 범주 이해, 혹은 개념
Ⅴ. 인간 지각의 특성 (1) : 지각 항등성
Ⅵ. 인간 지각의 특성 (2): 잠재적 행위의 침투
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UCI(KEPA) : I410-ECN-0101-2020-105-000673276