An Underwater Crack Detection System Combining New Underwater Image-Processing Technology and an Improved YOLOv9 Network [PDF]
SensorsUnderwater cracks are difficult to detect and observe, posing a major challenge to crack detection. Currently, deep learning-based underwater crack detection methods rely heavily on a large number of crack images that are difficult to collect due to ...
Xinbo Huang +3 more
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Underwater Image Processing using Graphics Processing Unit (GPU) [PDF]
ITM Web of Conferences, 2020 Image processing is a method used for enhancement of an image or to extract some useful information from the image. It is a type of signal processing in which input is an image and output may be an image or any characteristics/features associated with ...
Ottapura Sayooj +3 more
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Underwater dam image enhancement based on CNN-transformer fusion [PDF]
Scientific ReportsIn the field of hydropower engineering, the safety inspection of underwater dam structures relies heavily on high-precision image analysis. However, images captured by underwater robots generally suffer from optical degradation issues, such as speckle ...
Zhenggang Yang +6 more
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Adaptive fusion based deep learning framework for restoring underwater image quality using multi scale attention features [PDF]
Scientific ReportsImages captured underwater often encounter quality degradation issues, such as blurring of details, low contrast, non-uniform illumination, and colour deviations.
T. Veeramakali +2 more
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Underwater Image Enhancement Based on Hybrid Enhanced Generative Adversarial Network
Journal of Marine Science and Engineering, 2023 In recent years, underwater image processing has played an essential role in ocean exploration. The complexity of seawater leads to the phenomena of light absorption and scattering, which in turn cause serious image degradation problems, making it ...
Danmi Xu +3 more
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Image mining applications for underwater environment management - A review and research agenda
International Journal of Information Management Data Insights, 2021 The underwater environment is gaining importance due to its role in enhancing the economy of the world and improving relationships between different countries across the world.
Rashmi S Nair +3 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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Shallow Marine High-Resolution Optical Mosaics Based on Underwater Scooter-Borne Camera
Sensors, 2023 Optical cameras equipped with an underwater scooter can perform efficient shallow marine mapping. In this paper, an underwater image stitching method is proposed for detailed large scene awareness based on a scooter-borne camera, including preprocessing,
Yiyuan Liu +5 more
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Underwater Optical Image Processing: a Comprehensive Review [PDF]
Mobile Networks and Applications, 2017 Underwater cameras are widely used to observe the sea floor. They are usually included in autonomous underwater vehicles, unmanned underwater vehicles, and in situ ocean sensor networks. Despite being an important sensor for monitoring underwater scenes, there exist many issues with recent underwater camera sensors.
Lu, Huimin +5 more
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Underwater image quality assessment method based on color space multi-feature fusion
Scientific Reports, 2023 The complexity and challenging underwater environment leading to degradation in underwater image. Measuring the quality of underwater image is a significant step for the subsequent image processing step. Existing Image Quality Assessment (IQA) methods do
Tianhai Chen +4 more
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