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Brain-inspired Relational Semantic Reasoning for Video Captioning

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F23%3AYVLWN9VR" target="_blank" >RIV/00216208:11320/23:YVLWN9VR - isvavai.cz</a>

  • Result on the web

    <a href="https://www.researchgate.net/publication/373729851_Brain-inspired_Relational_Semantic_Reasoning_for_Video_Captioning" target="_blank" >https://www.researchgate.net/publication/373729851_Brain-inspired_Relational_Semantic_Reasoning_for_Video_Captioning</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.21203/rs.3.rs-3317367/v1" target="_blank" >10.21203/rs.3.rs-3317367/v1</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Brain-inspired Relational Semantic Reasoning for Video Captioning

  • Original language description

    "Traditional video captioning methods mainly rely on the detection of objects in the video, ignoring the discussion of the mutual semantic relations between objects, resulting in a decrease in description accuracy under the influence of occlusion and tiny-size objects. In this paper, we discuss the hippocampal circuit and memory mechanism of the human brain, and a brain-inspired model based on the long-term short-term memory branch of the hippocampus is proposed."

  • Czech name

  • Czech description

Classification

  • Type

    O - Miscellaneous

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

  • Continuities

Others

  • Publication year

    2023

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů