Abstract. In imagistic domains, such as Medicine, Meteorology and Geology, the tasks are accomplished through intensive use of visual knowledge, offering.
We call visual interpretation the expert reasoning process that describes a cognitive path that starts with the visual perception of domain objects, involves ...
A cognitive model for visual interpretation is proposed that combines domain ontologies, ontologically well founded inferential knowledge structures based ...
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Jan 15, 2021 · This paper investigates the injection of knowledge from general-purpose knowledge bases (KBs) into vision-and-language transformers.
The goal of this thesis is to develop a high-level inference system that implements reasoning processes and utilizes a visual memory model to achieve object ...
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We present the first explicit visual reasoning method that incorporates external knowledge and models high-order relational attention for improved ...
Apr 16, 2024 · We analyze knowledge-based visual question answering, for which given a question, the models need to ground it into the visual modality and retrieve the ...
Reasoning over Vision and Language: Exploring the Benefits of ...
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This paper investigates the injection of knowledge from general-purpose knowledge bases (KBs) into vision-and-language transformers. We use an auxiliary ...
Knowledge-based visual question answering requires external knowledge beyond the visual content to answer questions about the image. It is challenging but ...
Joel Luis Carbonera, Mara Abel, Claiton M. S. Scherer, Ariane Kravczyk Bernardes: Reasoning Over Visual Knowledge. ONTOBRAS-MOST 2011: 49-60.