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A multi-view stereo vision approach for the free surface measurement of ship-induced waves
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Yukun HAN1, 2, Chong PAN1, 2, Wei LIU3, Wentao WANG3, *
Journal of Experiments in Fluid Mechanics | 2026, 40(1) : 1 - 9
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Journal of Experiments in Fluid Mechanics | 2026, 40(1): 1-9
• Special Topic on Multiscale Flow Morphology Measurement Techniques •
A multi-view stereo vision approach for the free surface measurement of ship-induced waves
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Yukun HAN1, 2, Chong PAN1, 2, Wei LIU3, Wentao WANG3, *
Affiliations
  • 1School of Aeronautic Science and Engineering, Beihang University, Beijing 100191, China
  • 2Tianmushan Laboratory, Hangzhou 311115, China
  • 3China Ship Scientific Research Center, Wuxi 214000, China
Published: 2026-02-25 doi: 10.11729/syltlx20240084
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The complex wave structures generated by a ship significantly influence the wave-making resistance, which is a critical factor in optimizing vessel performance and hull design. Traditional measurement methods, such as wave height gauges, are limited by sparse measurement points, low spatial resolution, and potential interference with the wave surface, making them unsuitable for full-field wave surface measurements in complex wave systems. To address these limitations, a non-contact measurement method for ship wave surfaces based on multi-view stereoscopic vision is presented. The proposed scheme includes: applying neural networks for spatial calibration and the three-dimensional reconstruction of feature points, using an ant colony optimization particle tracking algorithm for perspective matching, and conducting principal component analysis for still water baseline correction. Experimental results demonstrate that the proposed method can realize the wide-area free-surface measurement of the ship wave and effectively capture typical wave characteristics at various ship speeds. Compared to traditional measurement, the stereoscopic vision approach offers enhanced flexibility and suitability for real-time measurement of dynamic wave fields over large areas.

ship-induced wave  /  non-contact measurement  /  multi-view stereo vision  /  3D point cloud reconstruction  /  ant colony optimization particle tracking algorithm
韩雨坤, 潘翀, 刘伟, 王文涛. 基于多目立体视觉的船行波自由表面测量方法研究. 实验流体力学, 2026 , 40 (1) : 1 -9 . DOI: 10.11729/syltlx20240084
Yukun HAN, Chong PAN, Wei LIU, Wentao WANG. A multi-view stereo vision approach for the free surface measurement of ship-induced waves[J]. Journal of Experiments in Fluid Mechanics, 2026 , 40 (1) : 1 -9 . DOI: 10.11729/syltlx20240084
Year 2026 volume 40 Issue 1
92
28
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Article Info
doi: 10.11729/syltlx20240084
  • Receive Date:2024-11-19
  • Online Date:2026-10-22
  • Published:2026-02-25
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History
  • Received:2024-11-19
  • Revised:2025-01-25
  • Accepted:2025-02-05
Affiliations
    1School of Aeronautic Science and Engineering, Beihang University, Beijing 100191, China
    2Tianmushan Laboratory, Hangzhou 311115, China
    3China Ship Scientific Research Center, Wuxi 214000, China
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表12种不同金属材料的力学参数
科
Family
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Number of
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Number of
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Number of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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