4 papers
Pixel Perfect: Relational Image Quality Assessment with Spatially-Aware Distortions
Fadeel Sher Khan, Long N. Le, Abhinau K. Venkataramanan +2
Traditional image quality assessment (IQA) methods rely on mean opinion scores (MOS), which are resource-intensive to collect and fail to provide interpretable, localized feedback…
Graph-Based Biomarker Discovery and Interpretation for Alzheimer's Disease
Maryam Khalid, Fadeel Sher Khan, John Broussard +1
Early diagnosis and discovery of therapeutic drug targets are crucial objectives for effective management of Alzheimer's Disease (AD). Current approaches for AD diagnosis and treat…
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling
Fadeel Sher Khan, Joshua Ebenezer, Hamid Sheikh +1
Smartphone cameras have become ubiquitous imaging tools, yet their small sensors and compact optics often limit spatial resolution and introduce distortions. Combining information…
Single color digital H&E staining with In-and-Out Net
Mengkun Chen, Yen-Tung Liu, Fadeel Sher Khan +6
Virtual staining streamlines traditional staining procedures by digitally generating stained images from unstained or differently stained images. While conventional staining method…