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Study on Underwater Image Processing Techniques
International Journal of Advanced Research in Science, Communication and Technology, 2023 Image processing is extensively used to improve the quality of photos with scattering and poor contrast. Image processing is used in many fields of computer vision, including underwater image processing. It is necessary to process underwater photographs in order to improve the poor image quality caused by light scattering and refraction.
null Prerana Agrawal +1 more
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Underwater image processing and analysis: A review [PDF]
Signal Processing: Image Communication, 2021 Abstract With increasing attentions being drawn to the underwater observation and utilization of marine resources in recent years, underwater image processing and analysis have become an active research hotspot. Different from the general images, marine environment is usually faced with some complicated situations such as underwater turbulence and ...
Muwei Jian +5 more
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International Journal of Innovations in Engineering and Science, 2023 Mohammed Aquib +4 more
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Studies on Underwater Image Processing Using Artificial Intelligence Technologies
IEEE AccessUnderwater image processing is a dynamic field that has garnered increasing interest due to its critical applications in marine biology, geological explorations and military reconnaissance.
Sugunapriya A, Markkandan S
doaj +2 more sources
A Survey on Underwater Image Processing Techniques
International Journal of Computational and Electronic Aspects in Engineering, 2022 Arya Ravindran +2 more
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Analysis of Underwater Image Processing Methods for Annotation in Deep Learning Based Fish Detection
IEEE Access, 2022 With the advent of deep-learning (DL) techniques, image annotation has become a fundamental part of the research process. In the case of underwater image annotation, the human in charge of the task is faced whith the inherent quality problems of this ...
J. Lisani +5 more
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Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding [PDF]
IEEE Transactions on Image Processing, 2021 Underwater images suffer from color casts and low contrast due to wavelength- and distance-dependent attenuation and scattering. To solve these two degradation issues, we present an underwater image enhancement network via medium transmission-guided ...
Chongyi Li +5 more
semanticscholar +1 more source
Underwater Image Processing and Object Detection Based on Deep CNN Method
J. Sensors, 2020 Due to the importance of underwater exploration in the development and utilization of deep-sea resources, underwater autonomous operation is more and more important to avoid the dangerous high-pressure deep-sea environment.
F. Han +3 more
semanticscholar +1 more source
Learning-Based Dark and Blurred Underwater Image Restoration
Complexity, 2020 Underwater image processing is a difficult subtopic in the field of computer vision due to the complex underwater environment. Since the light is absorbed and scattered, underwater images have many distortions such as underexposure, blurriness, and color
Yifeng Xu +4 more
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Real-World Underwater Image Enhancement Based on Attention U-Net
Journal of Marine Science and Engineering, 2023 In recent years, with the increasingly serious problems of resource shortage and environmental pollution, the exploration and development of underwater clean energy were particularly important.
Pengfei Tang +5 more
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