U-Shape Transformer for Underwater Image Enhancement
IEEE Transactions on Image Processing, 2023 under ...
Lintao Peng, Chunli Zhu, Liheng Bian
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Unpaired Underwater Image Enhancement Based on CycleGAN [PDF]
Information, 2021 Underwater image enhancement recovers degraded underwater images to produce corresponding clear images. Image enhancement methods based on deep learning usually use paired data to train the model, while such paired data, e.g., the degraded images and the
Rong Du +4 more
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An End-to-End Underwater-Image-Enhancement Framework Based on Fractional Integral Retinex and Unsupervised Autoencoder [PDF]
Fractal and Fractional, 2023 As an essential low-level computer vision task for remotely operated underwater robots and unmanned underwater vehicles to detect and understand the underwater environment, underwater image enhancement is facing challenges of light scattering, absorption,
Yang Yu, Chenfeng Qin
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A Survey on Underwater Image Enhancement Techniques
International Journal of Computer Applications, 2014 This review paper deals with the methods to improve underwater image enhancement techniques, the processing of underwater image captured is necessary because the quality of underwater images affect and these image leads some serious problems when compared to images from a clearer environment.
Pooja Sahu, Neetu Sharma, Neelesh Gupta
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Single Image-based Enhancement Techniques for Underwater Optical Imaging [PDF]
한국해양공학회지, 2020 Underwater color images suffer from low visibility and color cast effects caused by light attenuation by water and floating particles. This study applied single image enhancement techniques to enhance the quality of underwater images and compared their ...
Do Gyun Kim, Soo Mee Kim
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Enhanced Images Underwater with Clay Particles
International Journal of Engineering Research and Advanced Technology, 2020 Underwater images are subjected to a number of external influences that cause blurry of the image due to water density, refraction of light in the water and inaccuracy of colors due to factors such as small objects and clay particles, so many researches have been carried out in the image enhancement affected by dust and improving underwater images. In
Ameen A. Noor +2 more
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In Situ Sea Cucumber Detection across Multiple Underwater Scenes Based on Convolutional Neural Networks and Image Enhancements [PDF]
Sensors, 2023 Recently, rapidly developing artificial intelligence and computer vision techniques have provided technical solutions to promote production efficiency and reduce labor costs in aquaculture and marine resource surveys. Traditional manual surveys are being
Yi Wang +3 more
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Real-time jellyfish classification and detection algorithm based on improved YOLOv4-tiny and improved underwater image enhancement algorithm. [PDF]
Sci Rep, 2023 Gao M +7 more
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Domain Adaptation for Underwater Image Enhancement
IEEE Transactions on Image Processing, 2023 Recently, learning-based algorithms have shown impressive performance in underwater image enhancement. Most of them resort to training on synthetic data and achieve outstanding performance. However, these methods ignore the significant domain gap between the synthetic and real data (i.e., interdomain gap), and thus the models trained on synthetic data ...
Zhengyong Wang +5 more
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Fast underwater image enhancement based on a generative adversarial framework
Frontiers in Marine Science, 2023 Underwater image enhancement is a fundamental requirement in the field of underwater vision. Along with the development of deep learning, underwater image enhancement has made remarkable progress. However, most deep learning-based enhancement methods are
Yang Guan +8 more
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