An Hypothesis-Driven Recognition System for the Blocks World

Work reported herein was conducted at the Artificial Intelligence Laboratory, a Massachusetts Institute of Technology research program supported in part by the Advanced Research Projects Agency of the Department of Defense and monitored by the Office of Naval Research under Contract Number N00014-70...

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Main Author: Kuipers, Benjamin J.
Format: Working Paper
Language:en_US
Published: MIT Artificial Intelligence Laboratory 2008
Online Access:http://hdl.handle.net/1721.1/41098
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author Kuipers, Benjamin J.
author_facet Kuipers, Benjamin J.
author_sort Kuipers, Benjamin J.
collection MIT
description Work reported herein was conducted at the Artificial Intelligence Laboratory, a Massachusetts Institute of Technology research program supported in part by the Advanced Research Projects Agency of the Department of Defense and monitored by the Office of Naval Research under Contract Number N00014-70-A-0362-0005.
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spelling mit-1721.1/410982019-04-12T09:32:17Z An Hypothesis-Driven Recognition System for the Blocks World Kuipers, Benjamin J. Work reported herein was conducted at the Artificial Intelligence Laboratory, a Massachusetts Institute of Technology research program supported in part by the Advanced Research Projects Agency of the Department of Defense and monitored by the Office of Naval Research under Contract Number N00014-70-A-0362-0005. This paper presents a visual recognition program in which recognition process is driven by hypotheses about the object being recognized. The hypothesis suggests which features to examine next, refines its predictions based on observed information, and selects a new hypothesis when observations contradict its predictions. After presenting the program, the paper identifies and discusses a number of theoretical issues raised by this work. MIT Artificial Intelligence Laboratory 2008-04-10T13:03:47Z 2008-04-10T13:03:47Z 1974-03 Working Paper http://hdl.handle.net/1721.1/41098 en_US MIT Artificial Intelligence Laboratory Working Papers, WP-63 application/pdf MIT Artificial Intelligence Laboratory
spellingShingle Kuipers, Benjamin J.
An Hypothesis-Driven Recognition System for the Blocks World
title An Hypothesis-Driven Recognition System for the Blocks World
title_full An Hypothesis-Driven Recognition System for the Blocks World
title_fullStr An Hypothesis-Driven Recognition System for the Blocks World
title_full_unstemmed An Hypothesis-Driven Recognition System for the Blocks World
title_short An Hypothesis-Driven Recognition System for the Blocks World
title_sort hypothesis driven recognition system for the blocks world
url http://hdl.handle.net/1721.1/41098
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