Artificial Visual Intelligence: Perceptual Commonsense for Human-Centred Cognitive Technologies
2023 (English) In: Human-Centered Artificial Intelligence: Advanced Lectures / [ed] Chetouani, Mohamed; Dignum, Virginia; Lukowicz, Paul; Sierra, Carles, Springer, 2023, p. 216-242Chapter in book (Refereed)
Abstract [en]
We address computational cognitive vision and perception at the interface of language, logic, cognition, and artificial intelligence. The chapter presents general methods for the processing and semantic interpretation of dynamic visuospatial imagery with a particular emphasis on the ability to abstract, learn, and reason with cognitively rooted structured characterisations of commonsense knowledge pertaining to space and motion. The presented work constitutes a systematic model and methodology integrating diverse, multi-faceted AI methods pertaining Knowledge Representation and Reasoning, Computer Vision, and Machine Learning towards realising practical, human-centred artificial visual intelligence.
Place, publisher, year, edition, pages Springer, 2023. p. 216-242
Series
Lecture Notes in Computer Science (LNCS), ISSN 0302-9743, E-ISSN 1611-3349 ; 13500
Keywords [en]
Cognitive vision, Knowledge representation and reasoning, Commonsense reasoning, Deep semantics, Declarative spatial reasoning, Computer vision, Computational models of narrative, Human-centred computing and design, Spatial cognition and AI, Visual perception, Multimodal interaction, Autonomous driving, HRI, Media, Visual art
National Category
Computer Sciences Human Computer Interaction Psychology
Research subject Computer Science
Identifiers URN: urn:nbn:se:oru:diva-105389 DOI: 10.1007/978-3-031-24349-3_12 ISBN: 9783031243486 (print) ISBN: 9783031243493 (electronic) OAI: oai:DiVA.org:oru-105389 DiVA, id: diva2:1749404
Funder Swedish Research Council 2023-04-062023-04-062023-04-11 Bibliographically approved