Beyond single reference for training: Underwater image enhancement via comparative learning

K Li, L Wu, Q Qi, W Liu, X Gao, L Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the wavelength-dependent light absorption and scattering, the raw underwater
images are usually inevitably degraded. Underwater image enhancement (UIE) is of great …

Generation-based joint luminance-chrominance learning for underwater image quality assessment

Z Wang, L Shen, Z Wang, Y Lin… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Underwater enhanced images (UEIs) are affected by not only the color cast and haze effect
due to light attenuation and scattering, but also the over-enhancement and texture distortion …

Perceptual quality assessment of retouched face images

G Yue, H Wu, Q Jiang, T Zhou, W Yan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Nowadays, it is a common practice to retouch face images before sharing them on websites,
social media, and even identification cards. In response, increased criticisms have appeared …

No‐Reference Image Quality Assessment: Past, Present, and Future

Q Mao, S Liu, Q Li, G Jeon, H Kim… - Expert Systems, 2025 - Wiley Online Library
No‐reference image quality assessment (NR‐IQA) has garnered significant attention due to
its critical role in various image processing applications. This survey provides a …

TADSRNet: A triple-attention dual-scale residual network for super-resolution image quality assessment

X Quan, K Zhang, H Li, D Fan, Y Hu, J Chen - Applied Intelligence, 2023 - Springer
Image super-resolution (SR) has been extensively investigated in recent years. However,
due to the absence of trustworthy and precise perceptual quality standards, it is challenging …

Multitask deep neural network with knowledge-guided attention for blind image quality assessment

T Zhou, S Tan, B Zhao, G Yue - IEEE Transactions on Circuits …, 2024 - ieeexplore.ieee.org
Blind image quality assessment (BIQA) targets predict the perceptual quality of an image
without any reference information. However, known methods have considerable room for …