Artificial Visual Intelligence: Perceptual Commonsense for Human-Centred Cognitive Technologies
2023 (engelsk)Inngår i: Human-Centered Artificial Intelligence: Advanced Lectures / [ed] Chetouani, Mohamed; Dignum, Virginia; Lukowicz, Paul; Sierra, Carles, Springer, 2023, s. 216-242Kapittel i bok, del av antologi (Fagfellevurdert)
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.
sted, utgiver, år, opplag, sider
Springer, 2023. s. 216-242
Serie
Lecture Notes in Computer Science (LNCS), ISSN 0302-9743, E-ISSN 1611-3349 ; 13500
Emneord [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
HSV kategori
Forskningsprogram
Datavetenskap
Identifikatorer
URN: urn:nbn:se:oru:diva-105389DOI: 10.1007/978-3-031-24349-3_12ISBN: 9783031243486 (tryckt)ISBN: 9783031243493 (digital)OAI: oai:DiVA.org:oru-105389DiVA, id: diva2:1749404
Forskningsfinansiär
Swedish Research Council2023-04-062023-04-062023-04-11bibliografisk kontrollert