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Lifelong robotic visual-tactile perception learning 期刊论文
Pattern Recognition, 2022, 卷号: 121, 页码: 1-12
Authors:  Dong JH(董家华);  Cong Y(丛杨);  Sun G(孙干);  Zhang T(张涛)
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Lifelong machine learning  Robotics Visual-tactile perception  Cross-modality learning  Multi-task learning  
Deep learning with laser-induced breakdown spectroscopy (LIBS) for the classification of rocks based on elemental imaging 期刊论文
Applied Geochemistry, 2022, 卷号: 136, 页码: 1-10
Authors:  Chen T(陈彤);  Sun LX(孙兰香);  Yu HB(于海斌);  Wang W(汪为);  Qi LF(齐立峰);  Zhang P(张鹏);  Zeng P(曾鹏)
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Data augmentation  Inception-v3 net  LIBS-Based imaging  Rock classification  Transfer learning  
自动驾驶场景中的三维目标检测方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  李培玄
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自动驾驶  单目三维目标检测  双目三维目标检测  多模态融合感知三维目标检测  可微几何约束  
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  
Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors:  Xiong DZ(熊德臻);  Zhang DH(张道辉);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
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Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
Adaptive feature fusion with attention mechanism for multi-scale target detection 期刊论文
Neural Computing and Applications, 2021, 卷号: 33, 期号: 7, 页码: ‏ 2769-2781
Authors:  Ju MR(鞠默然);  Luo JN(罗江宁);  Wang ZB(王仲博);  Luo HB(罗海波)
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Deep learning  Target detection  Adaptive feature fusion  Attention mechanism  
Brain-Inspired Fast Saliency-Based Filtering Algorithm for Ship Detection in High-Resolution SAR Images 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2021, 页码: 1-9
Authors:  Zhang PP(张盼盼);  Luo HB(罗海波);  Ju MR(鞠默然);  He M(何淼);  Chang Z(常铮);  Hui B(惠斌)
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Brain-inspired  deep neural networks (DNNs)  Fast Saliency-based Filtering algorithm (FSF)  filtering mechanisms  priority map  saliency map  
Intelligent measurement of morphological characteristics of fish using improved u-net 期刊论文
Electronics (Switzerland), 2021, 卷号: 10, 期号: 12, 页码: 1-17
Authors:  Yu C(余创);  Hu ZH(胡祝华);  Han, Bing;  Wang, Peng;  Zhao YC(赵瑶池);  Wu HM( 吴华明 )
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Image segmentation  Intelligent measurement  Precision agriculture  Smart mariculture  U-net  
An improved SSD for small target detection 会议论文
2021 6th International Conference on Multimedia and Image Processing, ICMIP 2021, Zhuhai, China, January 8-10, 2021
Authors:  Li X(李翔);  Luo HB(罗海波)
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Convolution neural network  Small targets  SSD  Target detection  
Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-ray Images 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2021, 卷号: 25, 期号: 5, 页码: 1336-1346
Authors:  Li, Jingxiong;  Wang, Yaqi;  Wang, Shuai;  Wang, Jun;  Liu J(刘军);  Jin, Qun;  Sun LL(孙玲玲)
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COVID-19  X-ray Radiology  Multiscale Attention  Convolutional Neural Network