Título: | AN ARCHITECTURE FOR ENHANCING REAL-TIME MULTIMEDIA FLOWS WITH SEMANTIC INFORMATION | ||||||||||||
Autor: |
JOSE MATHEUS CARVALHO BOARO |
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Colaborador(es): |
SERGIO COLCHER - Orientador |
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Catalogação: | 21/NOV/2023 | Língua(s): | ENGLISH - UNITED STATES |
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Tipo: | TEXT | Subtipo: | THESIS | ||||||||||
Notas: |
[pt] Todos os dados constantes dos documentos são de inteira responsabilidade de seus autores. Os dados utilizados nas descrições dos documentos estão em conformidade com os sistemas da administração da PUC-Rio. [en] All data contained in the documents are the sole responsibility of the authors. The data used in the descriptions of the documents are in conformity with the systems of the administration of PUC-Rio. |
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Referência(s): |
[pt] https://www.maxwell.vrac.puc-rio.br/projetosEspeciais/ETDs/consultas/conteudo.php?strSecao=resultado&nrSeq=64987&idi=1 [en] https://www.maxwell.vrac.puc-rio.br/projetosEspeciais/ETDs/consultas/conteudo.php?strSecao=resultado&nrSeq=64987&idi=2 |
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DOI: | https://doi.org/10.17771/PUCRio.acad.64987 | ||||||||||||
Resumo: | |||||||||||||
While traditional multimedia systems focused on efficient coding and
storage of media types and their temporal relationships, the current demand for
rich and customized experiences calls for a deeper understanding of semantic
content. In this study, we propose the integration of semantic-level processing
into multimedia systems, enriching content with information about real-world
entities, such as objects, actions, agents, and language interpretation. The main
contribution of this dissertation is the proposal of an architecture for real-time
multimedia data enhancement that is able to use machine learning techniques
to extract semantic representations and incorporating it into multimedia data
streams as a native and basic service. To provide a concrete demonstration
of the proposal, we implement two use cases that serve as proofs-of-concept,
showing the feasibility of the architecture and showcasing its effectiveness in
practical scenarios.
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