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Ashley Varghese

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Review Open access Jul 2026

The Emerging Role of Vision-Language Models in the Automation of Railway Asset Management: A Review and Future Perspective

This review paper argues that Vision-Language Models (VLMs), a paradigm whose rapid maturation is evidenced by recent comprehensive surveys offer a transformative solution for rail asset management, and provides a focused overview of the limitations of current CV systems.

Ashley Varghese, Mohammadjavad Ghorbanalivaki, Gunho Sohn · 0 citations