Reasoning about dynamic depth profiles

Mikhail Soutchanski, Paulo Santos

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Citations (Scopus)

Abstract

Reasoning about perception of depth and about spatial relations between moving physical objects is a challenging problem. We investigate the representation of depth and motion by means of depth profiles whereby each object in the world is represented as a single peak. We propose a logical theory, formulated in the situation calculus (SC), that is used for reasoning about object motion (including motion of the observer). The theory proposed here is comprehensive enough to accommodate reasoning about both sensor data and actions in the world. We show that reasoning about depth profiles is sound and complete with respect to actual motion in the world. This shows that in the conceptual neighbourhood diagram (CND) of all possible depth perceptions, the transitions between perceptions are logical consequences of the proposed theory of depth and motion.

Original languageEnglish
Title of host publicationFrontiers in Artificial Intelligence and Applications
PublisherIOS PRESS
Pages30-34
Number of pages5
Volume178
ISBN (Print)978158603891
DOIs
Publication statusPublished - Jun 2008
Externally publishedYes
Event18th European Conference on Artificial Intelligence, ECAI 2008 - Patras, Greece
Duration: 21 Jul 200825 Jul 2008

Publication series

NameFrontiers in Artificial Intelligence and Applications
Volume178
ISSN (Print)0922-6389

Conference

Conference18th European Conference on Artificial Intelligence, ECAI 2008
CountryGreece
CityPatras
Period21/07/0825/07/08

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