40 citations · 88 across the 8 of their papers we have counts for
3 papers · 1 filter
Deep Perceptual Enhancement for Medical Image Analysis
S M A Sharif, Rizwan Ali Naqvi, Mithun Biswas +1
Due to numerous hardware shortcomings, medical image acquisition devices are susceptible to producing low-quality (i.e., low contrast, inappropriate brightness, noisy, etc.) images…
Two-stage Deep Denoising with Self-guided Noise Attention for Multimodal Medical Images
S M A Sharif, Rizwan Ali Naqvi, Woong-Kee Loh
Medical image denoising is considered among the most challenging vision tasks. Despite the real-world implications, existing denoising methods have notable drawbacks as they often…
SAGAN: Adversarial Spatial-asymmetric Attention for Noisy Nona-Bayer Reconstruction
S M A Sharif, Rizwan Ali Naqvi, Mithun Biswas
Nona-Bayer colour filter array (CFA) pattern is considered one of the most viable alternatives to traditional Bayer patterns. Despite the substantial advantages, such non-Bayer CFA…