Perceptual narratives of space and motion for semantic interpretation of visual data
dc.contributor.author | SUCHAN, J. | |
dc.contributor.author | BHATT, M. | |
dc.contributor.author | Paulo Santos | |
dc.contributor.authorOrcid | https://orcid.org/0000-0001-8484-0354 | |
dc.date.accessioned | 2022-01-12T22:00:17Z | |
dc.date.available | 2022-01-12T22:00:17Z | |
dc.date.issued | 2015-09-05 | |
dc.description.abstract | © Springer International Publishing Switzerland 2015.We propose a commonsense theory of space and motion for the high-level semantic interpretation of dynamic scenes. The theory provides primitives for commonsense representation and reasoning with qualitative spatial relations, depth profiles, and spatio-temporal change; these may be combined with probabilistic methods for modelling and hypothesising event and object relations. The proposed framework has been implemented as a general activity abstraction and reasoning engine, which we demonstrate by generating declaratively grounded visuo-spatial narratives of perceptual input from vision and depth sensors for a benchmark scenario. Our long-term goal is to provide general tools (integrating different aspects of space, action, and change) necessary for tasks such as realtime human activity interpretation and dynamic sensor control within the purview of cognitive vision, interaction, and control. | |
dc.description.firstpage | 339 | |
dc.description.lastpage | 354 | |
dc.description.volume | 8926 | |
dc.identifier.citation | SUCHAN, J.; BHATT, M.; SANTOS, P. E. Perceptual narratives of space and motion for semantic interpretation of visual data. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8926, n. 339-354, Sept. 2012. | |
dc.identifier.doi | 10.1007/978-3-319-16181-5_24 | |
dc.identifier.issn | 1611-3349 | |
dc.identifier.uri | https://repositorio.fei.edu.br/handle/FEI/3990 | |
dc.relation.ispartof | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | |
dc.rights | Acesso Aberto | |
dc.title | Perceptual narratives of space and motion for semantic interpretation of visual data | |
dc.type | Artigo de evento | |
fei.scopus.citations | 10 | |
fei.scopus.eid | 2-s2.0-84928812834 | |
fei.scopus.subject | High level semantics | |
fei.scopus.subject | Human activities | |
fei.scopus.subject | Object-relations | |
fei.scopus.subject | Probabilistic methods | |
fei.scopus.subject | Semantic interpretation | |
fei.scopus.subject | Spatial narratives | |
fei.scopus.subject | Spatial relations | |
fei.scopus.subject | Spatio-temporal changes | |
fei.scopus.updated | 2024-10-01 | |
fei.scopus.url | https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84928812834&origin=inward |