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Uncertainty Driven Active Learning for Image Segmentation in Underwater Inspection
International Conference on Robotics, Computer Vision and Intelligent SystemsActive learning aims to select the minimum amount of data to train a model that performs similarly to a model trained with the entire dataset. We study the potential of active learning for image segmentation in underwater infrastructure inspection tasks,
Luiza Ribeiro Marnet +3 more
semanticscholar +1 more source
Development of a Hybrid Underwater Vehicle for Visual Inspection of Bridge Piers
IEEE International Underwater Technology Symposium, 2023Bridge piers on a big bay need periodical inspection to maintain structural health for safety, but it is difficult to inspect underwater part frequently due to the turbidity of bay water and strong current of tides.
H. Kondo +5 more
semanticscholar +1 more source
Underwater Inspections: Credibility And Technology
Offshore Technology Conference, 1981Abstract Both the demand for underwater inspections and the number of suppliers of these services have grown dramatically in response to such domestic legislation as the Outer Continental Shelf Lands Act Amendment and the OCS Orders based on this act.
John Mittleman, David B. Wyman
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RGB-D Camera-based Navigation for Autonomous Underwater Inspection using Low-cost Micro AUVs
IEEE/OES Autonomous Underwater Vehicles, 2020Commercial RGB-D cameras enable even small scale mobile robots with sophisticated and cost-efficient 3D-scanning capabilities. We transfer this sensory concept to the domain of underwater structure inspections.
Daniel A. Duecker +2 more
semanticscholar +1 more source
Journal of the Construction Division, 1981
A systematic approach for dealing with underwater inspection risks is examined. It consists of developing an underwater inspection program during the design stage and including the program in the p...
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A systematic approach for dealing with underwater inspection risks is examined. It consists of developing an underwater inspection program during the design stage and including the program in the p...
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Underwater Inspection Of Naval Structures
Proceedings OCEANS '83, 1983Nondestructive testing (NDT) performed underwater is one of the major maintenance methods to assure the efficient operation of naval structures such as piers, navigational aids, etc. Methods used for NDT of naval structures include general methods such as visual testing, ultrasonics and radiography.
H. Berger, R. Brackett, J. Mittleman
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IEEE Transactions on Instrumentation and Measurement
Alternating current field measurement (ACFM) technique has been widely used in defect inspection of underwater metal structures. However, due to the high cost of inspection, it is difficult to carry out nondestructive testing (NDT) regularly to obtain ...
Xin’an Yuan +11 more
semanticscholar +1 more source
Alternating current field measurement (ACFM) technique has been widely used in defect inspection of underwater metal structures. However, due to the high cost of inspection, it is difficult to carry out nondestructive testing (NDT) regularly to obtain ...
Xin’an Yuan +11 more
semanticscholar +1 more source
Nondestructive Testing and Evaluation
The acoustic signal analysing is a crucial evaluation method for welding repair of in-service marine structures. However, the complex underwater environment complicates the quality evaluations.
Ran Chen, Pan Hu, Xu Gui, Liang Hua
semanticscholar +1 more source
The acoustic signal analysing is a crucial evaluation method for welding repair of in-service marine structures. However, the complex underwater environment complicates the quality evaluations.
Ran Chen, Pan Hu, Xu Gui, Liang Hua
semanticscholar +1 more source
Subsea pipeline leak inspection by autonomous underwater vehicle
, 2021Faced with the difficulty in finding and locating leakage points of submarine pipelines timely as well as the high cost of pipeline routine inspection, a scheme using autonomous underwater vehicle (AUV) equipped with multibeam echo sounder (MBES) and ...
Hongwei Zhang +6 more
semanticscholar +1 more source
Underwater inspection robot—AIRIS 21®
Nuclear Engineering and Design, 1999Abstract Highly reliable, cost-effective and extended examination coverage are three big demands for newly developed ISI equipment. AIRIS 21 (Advanced Inspection System for Reactor Pressure Vessel and Internals) which is a state-of-the-art next generation device, has been developed to reply to these demands.
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