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Underwater Target Detection Based on Improved YOLOv7 [PDF]
Journal of Marine Science and Engineering, 2023 Underwater target detection is a crucial aspect of ocean exploration. However, conventional underwater target detection methods face several challenges such as inaccurate feature extraction, slow detection speed, and lack of robustness in complex ...
Kaiyue Liu +5 more
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Underwater Hyperspectral Target Detection with Band Selection
Remote Sensing, 2020 Compared to multi-spectral imagery, hyperspectral imagery has very high spectral resolution with abundant spectral information. In underwater target detection, hyperspectral technology can be advantageous in the sense of a poor underwater imaging ...
Xianping Fu +5 more
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Research on multi-scale fusion image enhancement and improved YOLOv5s lightweight ROV underwater target detection method [PDF]
Scientific ReportsUnderwater target detection technology is very important for Marine resources detection and underwater environment perception. The problems of low-quality underwater images, a large amount of calculation, and low accuracy of target detection models still
Yongfa Mi +3 more
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YOLOv5s-CA: A Modified YOLOv5s Network with Coordinate Attention for Underwater Target Detection [PDF]
Sensors, 2023 Underwater target detection techniques have been extensively applied to underwater vehicles for marine surveillance, aquaculture, and rescue applications.
Ge Wen +6 more
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Underwater Target Detection Algorithm Based on Improved YOLOv5
Journal of Marine Science and Engineering, 2022 Underwater target detection plays an important role in ocean exploration, to which the improvement of relevant technology is of much practical significance.
Fei Lei, Feifei Tang, Shuhan Li
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Vision-Based Target Detection and Positioning Approach for Underwater Robots
IEEE Photonics Journal, 2023 The accurate target detection under different environmental conditions and the real-time target positioning are vital for the successful accomplishment of underwater missions of Remotely operated vehicles (ROVs).
Yanli Li +5 more
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Journal of Marine Science and Engineering, 2023 The underwater imaging environment is complex, and the application of conventional target detection algorithms to the underwater environment has yet to provide satisfactory results.
Yan Sun +3 more
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Underwater Target Detection with High Accuracy and Speed Based on YOLOv10
Journal of Marine Science and EngineeringUnderwater target detection exhibits extensive applications in marine target exploration and marine environmental monitoring. However, conventional images of underwater targets present challenges including blurred contour information, complex ...
Zhengliang Hu +6 more
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A Survey of Target Detection and Recognition Methods in Underwater Turbid Areas
Applied Sciences, 2022 Based on analysis of state-of-the-art research investigating target detection and recognition in turbid waters, and aiming to solve the problems encountered during target detection and the unique influences of turbidity areas, in this review, the main ...
Xin Yuan +4 more
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Research on Underwater Small Target Detection Algorithm Based on Improved YOLOv7
IEEE Access, 2023 Target detection research has always been difficult when it comes to small target detection in underwater situations. To address the issues of a high miss detection rate and poor underwater scene recognition in underwater small target detection tasks, an
Weiguo Yi, Bo Wang
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