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Cognitive Interpretation of Everyday Activities - Toward Perceptual Narrative Based Visuo-Spatial Scene Interpretation

机译:日常活动的认知解读 - 基于感性叙事的视觉 - 空间场景解读

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摘要

We position a narrative-centred computational model for high-level knowledge representation and reasoning in the context of a range of assistive technologies concerned with visuo-spatial perception and cognition tasks. Our proposed narrative model encompasses aspects such as space, events, actions, change, and interaction from the viewpoint of commonsense reasoning and learning in large-scale cognitive systems. The broad focus of this paper is on the domain of human-activity interpretation in smart environments, ambient intelligence etc. In the backdrop of a smart meeting cinematography domain, we position the proposed narrative model, preliminary work on perceptual narrativisation, and the immediate outlook on constructing general-purpose open-source tools for perceptual narrativisation.
机译:我们在涉及视觉空间感知和认知任务的一系列辅助技术的背景下,定位了以叙述为中心的计算模型,以进行高级知识表示和推理。从常识推理和大规模认知系统中的学习的角度来看,我们提出的叙事模型涵盖了空间,事件,动作,变化和交互等方面。本文的重点主要放在智能环境,环境智能等环境中的人类活动解释领域。在智能会议摄影领域的背景下,我们定位了拟议的叙事模型,感知叙事的初步工作以及近期展望构建用于感知叙事的通用开源工具。

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