Semantic and lexical analysis of pre-trained vision language artificial intelligence models for automated image descriptions in civil engineering

Abstract This paper investigates the application of pre-trained Vision-Language Models (VLMs) for describing images from civil engineering materials and construction sites, with a focus on construction components, structural elements, and materials. The novelty of this study lies in the investigatio...

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Bibliographic Details
Main Authors: Pedram Bazrafshan, Kris Melag, Arvin Ebrahimkhanlou
Format: Article
Language:English
Published: Springer Nature 2025-08-01
Series:AI in Civil Engineering
Subjects:
Online Access:https://doi.org/10.1007/s43503-025-00063-9
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