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Plankton detection with adversarial learning and a densely connected deep learning model for class imbalanced distribution 期刊论文
Journal of Marine Science and Engineering, 2021, 卷号: 9, 期号: 6, 页码: 1-14
Authors:  Li Y( 李岩);  Guo JH(郭家宏);  Guo XM(郭晓敏);  Hu ZQ(胡志强);  Tian Y(田宇)
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Adversarial learning  Class imbalanced distribution  Data augmentation  Deep learning  Plankton detection  
Adaptive coverage sampling of thermocline with an autonomous underwater vehicle 期刊论文
Ocean Engineering, 2021, 卷号: 233, 页码: 1-11
Authors:  Feng H(冯浩);  Yu JC(俞建成);  Huang Y(黄琰);  Qiao JN(乔佳楠);  Wang ZY(王振宇);  Xie ZB(谢宗伯);  Liu K(刘凯)
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Adaptive sampling  Autonomous underwater vehicle  Thermocline  Underwater feature tracking  
Toward in situ zooplankton detection with a densely connected YOLOV3 model 期刊论文
Applied Ocean Research, 2021, 卷号: 114, 页码: 1-9
Authors:  Li Y( 李岩);  Guo JH(郭家宏);  Guo XM(郭晓敏);  Zhao JS(赵劲松);  Yang Y(杨翊);  Hu ZQ(胡志强);  Jin WM(金文明);  Tian Y(田宇)
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Zooplankton detection  Deep neural networks  YOLOV3 model  Feature reuse  In situ observation  
Denoising of Uncertain Type Noise Images by Spatial Feature Classification in Nonsubsampled Shearlet Transform 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 5009-5021
Authors:  Lyu, Zhiyu;  Han, Min;  Li DC(李德才)
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Uncertain type noise image  denoising  nonsubsampled shearlet transform (NSST)  spatial feature  justi able granularity  
水下光学图像中目标探测关键技术研究综述 期刊论文
激光与光电子学进展, 2020, 卷号: 57, 期号: 6, 页码: 1-12
Authors:  林森;  赵颍
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数字图像处理  水下图像预处理  水下目标检测识别  水下目标跟踪  深度学习  
AUV智能化现状与发展趋势 期刊论文
机器人, 2020, 卷号: 42, 期号: 2, 页码: 215-231
Authors:  黄琰;  李岩;  俞建成;  李硕;  封锡盛
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自主水下机器人  人工智能  自主感知  智能决策  运动控制  
水下特定目标的探测与位姿估计方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  刘爽
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水下目标探测  姿态估计  水下对接  
Scan registration for underwater mechanical scanning imaging sonar using symmetrical Kullback-Leibler divergence 期刊论文
JOURNAL OF ELECTRONIC IMAGING, 2019, 卷号: 28, 期号: 1, 页码: 1-11
Authors:  Jiang M(蒋敏);  Song SM(宋三明);  Li YP(李一平);  Tang FZ(唐凤珍);  Liu J(刘健);  Feng XS(封锡盛)
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underwater robots  mechanical scanning imaging sonar  scan registration  symmetrical Kullback-Leibler divergence  
A Research on the Simultaneous Localization Method in the Process of Autonomous Underwater Vehicle Homing with Unknown Varying Measurement Error 期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 21, 页码: 1-21
Authors:  Dong LY(董凌艳);  Xu HL(徐红丽);  Feng XS(封锡盛);  Han XJ(韩晓军);  Yu C(于闯)
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AUV  SLAM  VAE  SVR  
Microscopic Machine Vision Based Degradation Monitoring of Low-Voltage Electromagnetic Coil Insulation Using Ensemble Learning in a Membrane Computing Framework 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 97216-97241
Authors:  Li C(李晨);  Kong FJ(孔樊杰);  Wang K(王锴);  Xu AD(徐皑冬);  Zhang, Gexiang;  Xu, Ning;  Liu ZH(刘志华);  Guo HF(郭海丰);  Wang, Xue;  Liang, Kuan;  Yuan, Jianying;  Qi, Shouliang;  Jiang T(蒋涛)
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Low-voltage electromagnetic coil  insulation degradation monitoring  ensemble learning  machine vision  membrane computing  microscopic image analysis  feature extraction