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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Seyed Ruzaik

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Conference Oct 2026

LumiNet: A Joint Single-Stage Compact CNN for Low-Light Image Enhancement and Denoising

Low-light image restoration remains a challenging problem due to poor illumination, colour distortion, structural detail loss, and amplified sensor noise. Existing restoration methods often rely on multi-stage enhancement and denoising pipelines that increase computational complexity and introduce error propagation dur...

Himidiri Himakanika Pushpakumara, Seyed Ruzaik · 0 citations

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