Anant Baijal

LiNuIQA: Lightweight No-Reference Image Quality Assessment Based on Non-Uniform Weighting

No-Reference Image Quality Assessment (NR-IQA) techniques have shown improved performance with the help of deep-learning but lightweight architectures have not received attention. In this paper, we propose an NR-IQA network named Lightweight Non-uniform Weighting-based NR-IQA (LiNuIQA) that adopts a…