Amani M. Barsheed

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...