Representation is Representation of Similarities

by: S Edelman

No. CS96-08. (January, 1996)

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摘要

Intelligent systems are faced with the problem of securing a principled relationship between the world and its internal representation. I propose a unified approach to visual representation, based on Shepard's (1968) notion of second-order isomorphism. According to the proposed theory, a shape is represented by its similarity to a number of reference shapes, measured in a high-dimensional space of elementary features. The result is a philosophically appealing, computationally feasible and...

@techreport{citeulike:1189796, abstract = {Intelligent systems are faced with the problem of securing a principled relationship between the world and its internal representation. I propose a unified approach to visual representation, based on Shepard's (1968) notion of second-order isomorphism. According to the proposed theory, a shape is represented by its similarity to a number of reference shapes, measured in a high-dimensional space of elementary features. The result is a philosophically appealing, computationally feasible and...}, author = {Edelman, S. }, citeulike-article-id = {1189796}, keywords = {object, recognition, representation}, month = {January,}, number = {CS96-08}, posted-at = {2007-03-27 18:42:06}, priority = {3}, title = {Representation is Representation of Similarities}, url = {http://citeseer.ist.psu.edu/48085.html}, year = {1996} }

RIS record

TY - RPRT ID - citeulike:1189796 L3 - citeulike-article-id:1189796 N2 - Intelligent systems are faced with the problem of securing a principled relationship between the world and its internal representation. I propose a unified approach to visual representation, based on Shepard's (1968) notion of second-order isomorphism. According to the proposed theory, a shape is represented by its similarity to a number of reference shapes, measured in a high-dimensional space of elementary features. The result is a philosophically appealing, computationally feasible and... IS - CS96-08 TI - Representation is Representation of Similarities KW - object KW - recognition KW - representation AU - Edelman, S PY - 1996/1,// UR - http://citeseer.ist.psu.edu/48085.html ER -

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