Underwater camera: Improving visual perception via adaptive dark pixel prior and color correction

J Zhou, Q Liu, Q Jiang, W Ren, KM Lam… - International Journal of …, 2023 - Springer
We present a novel method for underwater image restoration, which combines a
Comprehensive Imaging Formation Model with prior knowledge and unsupervised …

U-shape transformer for underwater image enhancement

L Peng, C Zhu, L Bian - IEEE Transactions on Image …, 2023 - ieeexplore.ieee.org
The light absorption and scattering of underwater impurities lead to poor underwater
imaging quality. The existing data-driven based underwater image enhancement (UIE) …

Underwater image enhancement via weighted wavelet visual perception fusion

W Zhang, L Zhou, P Zhuang, G Li, X Pan… - … on Circuits and …, 2023 - ieeexplore.ieee.org
Underwater images typically suffer from various quality degradation issues due to the
scattering and absorption of light, but these degraded-quality underwater images are …

Self-organized underwater image enhancement

H Wang, W Zhang, P Ren - ISPRS Journal of Photogrammetry and Remote …, 2024 - Elsevier
Underwater images captured in diverse underwater scenes exhibit varying types and
degrees of degradation, including color deviations, low contrast, blurry details, etc. Single …

Non-uniform illumination underwater image restoration via illumination channel sparsity prior

G Hou, N Li, P Zhuang, K Li, H Sun… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Underwater image quality is seriously degraded due to the insufficient light in water.
Although artificial illumination can assist imaging, it often brings non-uniform illumination …

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 …

Enhancement of underwater dam crack images using multi-feature fusion

D Chen, F Kang, J Li, S Zhu, X Liang - Automation in Construction, 2024 - Elsevier
Underwater dam-crack images captured by remotely operated vehicles (ROVs) often exhibit
blurred and unclear features because of the absorption and scattering of water and device …

Deep learning-based visual detection of marine organisms: A survey

N Wang, T Chen, S Liu, R Wang, HR Karimi, Y Lin - Neurocomputing, 2023 - Elsevier
Most recently, deep learning-based visual detection has attracted rapidly increasing
attention paid to marine organisms, thereby expecting to significantly benefit ocean ecology …

Gacnet: Generate adversarial-driven cross-aware network for hyperspectral wheat variety identification

W Zhang, Z Li, G Li, P Zhuang, G Hou… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
Wheat variety identification from hyperspectral images holds significant importance in both
fine breeding and intelligent agriculture. However, the discriminatory accuracy of some …

UID2021: An underwater image dataset for evaluation of no-reference quality assessment metrics

G Hou, Y Li, H Yang, K Li, Z Pan - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Achieving subjective and objective quality assessment of underwater images is of high
significance in underwater visual perception and image/video processing. However, the …