Enabling High-Level Worker-Centric Semantic Understanding of Onsite Images Using Visual Language Models with Attention Mechanism and Beam Search Strategy

Enabling High-Level Worker-Centric Semantic Understanding of Onsite Images Using Visual Language Models with Attention Mechanism and Beam Search Strategy

Visual information is becoming increasingly essential in construction management. However, a significant portion of this information remains underutilized by construction managers due to the limitations of existing image processing algorithms. These algorithms primarily rely on low-level visual feat...

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Bibliographic Details
Main Authors: Hui Deng, Kejie Fu, Binglin Yu, Huimin Li, Rui Duan, Yichuan Deng, Jia-rui Lin
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Buildings
Subjects:
visual language model
construction scene
image scene understanding
image captioning
attention mechanism
Online Access:https://www.mdpi.com/2075-5309/15/6/959
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