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Query-Driven Candidate Relation Screening for Scene Graph-Based Visual Relation Retrieval

Scene graph generation (SGG) provides a structured representation for visual understanding. However, most existing methods are designed to optimize global triplet recall rather than retrieve relation instances specified by a user query. In query-driven visual relation retrieval, two major challenges...

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Principais autores: Wan Wang, Ke Wang, Huiqin Wang
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-05-01
Serier:Applied Sciences
Fag:
scene graph generation
query-driven visual relation retrieval
visual relation understanding
transformer decoder
Visual Genome
explainable AI
Online adgang:https://www.mdpi.com/2076-3417/16/10/4947
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