Ontology of Visual Objects
The focus of the paper is the Ontology of Visual Objects based on WordNet noun hierarchies. In particular, we present a methodology for bidirectional ontology engineering, which integrates the pre-existing knowledge resources and the selection of visual objects within the images representing particular thematic domains. The Ontology of Visual Objects organizes concepts labeled by corresponding classes (dominant classes, classes that are attributes to dominant classes, and classes that serve only as parents to dominant classes), relations between concepts and axioms defining the properties of the relations. The Ontology contains 851 classes (706 dominant and attribute classes), 15 relations and a number of axioms built upon them. The definition of relations between dominant and attribute classes and formulations of axioms based on the properties of the relations offers a reliable means for automatic object or image classification and description.
Code (0)
등록된 구현이 없습니다.
Tasks
Attributeimage-classificationImage ClassificationSimilar Papers 제목 키워드 기반
An ontology for the formalization and visualization of scientific knowledge
The construction of an ontology of scientific knowledge objects, presented here, is part of the development of an approach oriented towards the visualization of scientific knowledge. It is motivated by the fact that the …
Multilingual Image Corpus – Towards a Multimodal and Multilingual Dataset
One of the processing tasks for large multimodal data streams is automatic image description (image classification, object segmentation and classification). Although the number and the diversity of image datasets is cons…
Caption Generationimage-classificationImage ClassificationImage Description+7Multilingual Image Corpus: Annotation Protocol
In this paper, we present work in progress aimed at the development of a new image dataset with annotated objects. The Multilingual Image Corpus consists of an ontology of visual objects (based on WordNet) and a collecti…
Attributeimage-classificationImage ClassificationImage Retrieval+5Persistence, Change, and the Integration of Objects and Processes in the Framework of the General Formal Ontology
In this paper we discuss various problems, associated to temporal phenomena. These problems include persistence and change, the integration of objects and processes, and truth-makers for temporal propositions. We propose…
Preliminaries of a Space Situational Awareness Ontology
Space situational awareness (SSA) is vital for international safety and security, and the future of space travel. By improving SSA data-sharing we improve global SSA. Computational ontology may provide one means toward t…