Research
This page summarizes my research experience and scholarly work.
Convolutions Need Registers Too — HVS‑Inspired Dynamic Attention for Video Quality Assessment
- Keywords: Video Quality Assessment, No‑Reference VQA, Dynamic Attention, Register Tokens, Human Visual System
- Authors: Mayesha Maliha Rahman Mithila, Dr. Mylene C.Q. Farias
- Status: Revise and resubmit at ACM Multimedia Systems Conference (MMSys), 2026.
MS‑SCANet: A Multiscale Transformer‑Based Architecture with Dual Attention for No‑Reference Image Quality Assessment
- Keywords: Image Quality Assessment, Multi‑scale Attention, Cross‑branch Attention, Channel Attention
- Authors: Mayesha Maliha Rahman Mithila, Dr. Mylene C.Q. Farias
- Citation: https://doi.org/10.1109/ICASSP49660.2025.10887759
Research Interests
My research interests include but are not limited to:
- Audiovisual Quality Assessment
- Image and Video Quality Assessment
- Visual Attention
- Deep Learning