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Author

Maria A. Alghamdi

2 papers indexed here

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Sep 2026

Correcting the Lens and Purifying the Image: A Deep Learning Approach to Optical Distortion Correction and Image Denoising in Oil and Gas Computer Vision Applications

Computer vision technologies are increasingly used across Oil and Gas operations to support inspection, monitoring, and surveillance tasks. In industrial environments, however, image quality is often degraded by lens-induced optical distortions and environmental noise arising from low illumination, dust, vibration, a...

Maria A. Alghamdi, Fatimah A. AlYousif, Amani M. Barsheed · 0 citations
#generative ai Sep 2026

Agentic AI for Autonomous Fault Diagnosis and Root Cause Analysis in Industrial Maintenance

Results demonstrate that the agent successfully identifies multiple concurrent root causes, produces actionable maintenance steps, and generalizes to synthetic failures, establishing a scalable, explainable framework for intelligent industrial maintenance.

Sarafudheen M. Tharayil, Dalia A. Albuqytah, Fuad Shalaan et al. · 0 citations

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