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cs.CV2024★ 1 cited
LAR-IQA: A Lightweight, Accurate, and Robust No-Reference Image Quality Assessment Model
Nasim Jamshidi Avanaki, Abhijay Ghildyal, Nabajeet Barman +1
Recent advancements in the field of No-Reference Image Quality Assessment (NR-IQA) using deep learning techniques demonstrate high performance across multiple open-source datasets.…
cs.CV2024
MSLIQA: Enhancing Learning Representations for Image Quality Assessment through Multi-Scale Learning
Nasim Jamshidi Avanaki, Abhijay Ghildyal, Nabajeet Barman +1
No-Reference Image Quality Assessment (NR-IQA) remains a challenging task due to the diversity of distortions and the lack of large annotated datasets. Many studies have attempted…