Research
This page summarizes my research experience so far.
STR-VQA: Saliency-Driven Transfer Learning with Register Tokens for Spatiotemporal VQA
- Keywords: Video Quality Assessment, Register Tokens, Saliency Modeling, UNet3D, Spatiotemporal VQA
- Dr. Mylene Farias, Mayesha Maliha Rahman Mithila
- February 2025
- Description: STR-VQA is a no-reference video quality assessment model that combines saliency prediction and register-token-based memory encoding to improve perceptual alignment.
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
- Dr. Mylene Farias, Mayesha Maliha Rahman Mithila
- August 2024
- Citation: DOI: 10.1109/ICASSP49660.2025.10887759
Research Interest
My research interest includes but is not limited to:
- Image and Video Quality Assessment
- Visual Attention
- Deep Learning
- Computer Vision