Rectangling and enhancing underwater stitched image via content-aware warping and perception balancing

Neural Networks, Journal Year: 2024, Volume and Issue: 181, P. 106809 - 106809

Published: Oct. 18, 2024

Language: Английский

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A diverse underwater image formation model for underwater image restoration

Earth Science Informatics, Journal Year: 2024, Volume and Issue: 17(6), P. 5371 - 5383

Published: Aug. 26, 2024

Language: Английский

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Increasing the Robustness of Image Quality Assessment Models Through Adversarial Training

Technologies, Journal Year: 2024, Volume and Issue: 12(11), P. 220 - 220

Published: Nov. 5, 2024

The adversarial robustness of image quality assessment (IQA) models to attacks is emerging as a critical issue. Adversarial training has been widely used improve the neural networks attacks, but little in-depth research examined way IQA model robustness. This study introduces an enhanced approach tailored models; it adjusts perceptual scores images during enhance correlation between model’s and subjective scores. We also propose new method for comparing by measuring Integral Robustness Score; this evaluates resistance set perturbations with different magnitudes. our increase five models. Additionally, we tested adversarially trained 16 conducted empirical probabilistic estimation feature.

Language: Английский

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Frequency domain-based latent diffusion model for underwater image enhancement

Pattern Recognition, Journal Year: 2024, Volume and Issue: unknown, P. 111198 - 111198

Published: Nov. 1, 2024

Language: Английский

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Towards real-time detection of underwater target with pruning lightweight deep learning method in side-scan sonar images

Neurocomputing, Journal Year: 2024, Volume and Issue: unknown, P. 129254 - 129254

Published: Dec. 1, 2024

Language: Английский

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