2 papers
eess.IV2026
MDIRNET: Multi-Degradation Image Restoration Network via Deep Unfolding
Talha Nadeem, Arslan Majal, Muhammad Tahir +1
Real images often exhibit unknown and mixed degradations, making restoration substantially more challenging than single-task image restoration because multiple distortion types int…
cs.LG2025
EMORF-II: Adaptive EM-based Outlier-Robust Filtering with Correlated Measurement Noise
Arslan Majal, Aamir Hussain Chughtai, Muhammad Tahir
We present a learning-based outlier-robust filter for a general setup where the measurement noise can be correlated. Since it is an enhanced version of EM-based outlier robust filt…