Brain-inspired Relational Semantic Reasoning for Video Captioning

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Brain-inspired Relational Semantic Reasoning for Video Captioning

Popis výsledku v původním jazyce

"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."

Název v anglickém jazyce

Brain-inspired Relational Semantic Reasoning for Video Captioning

Popis výsledku anglicky

"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."

Druh

O - Ostatní výsledky

CEP obor

—

OECD FORD obor

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

Projekt

—

Návaznosti

—

Rok uplatnění

2023

Kód důvěrnosti údajů

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