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种群分布不平衡条件下的浮游生物检测方法 专利
专利类型: 发明, 专利号: CN112801955A, 公开日期: 2021-05-14,
Inventors:  李岩;  郭家宏;  郭晓敏;  田宇
Adobe PDF(675Kb)  |  Favorite  |  View/Download:35/5  |  Submit date:2021/05/22
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)
Adobe PDF(3724Kb)  |  Favorite  |  View/Download:88/6  |  Submit date:2021/07/06
Adversarial learning  Class imbalanced distribution  Data augmentation  Deep learning  Plankton detection  
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)
Adobe PDF(3315Kb)  |  Favorite  |  View/Download:74/8  |  Submit date:2021/08/03
Zooplankton detection  Deep neural networks  YOLOV3 model  Feature reuse  In situ observation  
A novel target detection method of the unmanned surface vehicle under allweather conditions with an improved yolov3 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 1-14
Authors:  Li Y(李岩);  Guo JH(郭家宏);  Guo XM(郭晓敏);  Liu KZ(刘开周);  Zhao WT(赵文涛);  Luo YT(罗业腾);  Wang ZY(王振宇)
Adobe PDF(2949Kb)  |  Favorite  |  View/Download:246/34  |  Submit date:2020/09/12
unmanned surface vehicle  real-time object detection  deep learning  YOLOV3  all-weather condition