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基于机器学习方法的汽车装配质量预测分析 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  刘舒锐
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汽车装配制造  质量预测  质量分析  加权支持向量机  随机森林  
Learning joint space–time–frequency features for EEG decoding on small labeled data 期刊论文
Neural Networks, 2019, 卷号: 114, 页码: 67-77
Authors:  Zhao DY(赵冬晔);  Tang FZ(唐凤珍);  Si BL(斯白露);  Feng XS(封锡盛)
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Brain-computer interfaces  Convolutional neural network  Joint space–time–frequency feature learning  Subject-to-subject weight transfer  Small labeled data  
Active object detection with multistep action prediction using deep q-network 期刊论文
IEEE Transactions on Industrial Informatics, 2019, 卷号: 15, 期号: 6, 页码: 3723-3731
Authors:  Han XN(韩小宁);  Liu HP(刘华平);  Sun FC(孙富春);  Zhang, Xinyu
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Active object detection  active vision  deep Q-learning network (DQN)  dueling architecture  reinforcement learning  
Real-time grasp type recognition using leap motion controller 会议论文
Intelligent Robotics and Applications - 12th International Conference, ICIRA 2019, Proceedings, Shenyang, China, August 8-11, 2019
Authors:  Zou YY(邹媛媛);  Liu, Honghai;  Zhang JL(张吉龙)
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Grasp type recognition  Feature representation  SVM Leap motion controller  
基于深度学习和序列匹配的长航程场景识别算法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  殷鹏
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同步定位建模  场景识别  无监督学习  序列匹配  
面向智能监控的人类异常行为检测方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  周培培
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计算机视觉  视频分析  人群异常检测  暴力异常检测  人数异常检测  
基于深度学习的目标跟踪算法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  许凌云
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目标跟踪  计算机视觉  深度学习  尺度估计  
Structured and weighted multi-task low rank tracker 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 81, 页码: 528-544
Authors:  Fan BJ(范保杰);  Li XM(李小毛);  Cong Y(丛杨);  Tang YD(唐延东)
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Robust multi-subtask learning  Structured and weighted low rank  Group-sparsity regularization  Normalized collaboration metric  
Methods and datasets on semantic segmentation: A review 期刊论文
NEUROCOMPUTING, 2018, 卷号: 304, 页码: 82-103
Authors:  Yu HS(余洪山);  Yang, Zhengeng;  Tan, Lei;  Wang YN(王耀南);  Sun, Wei;  Sun, Mingui;  Tang YD(唐延东)
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Semantic segmentation  Convolutional neural network  Markov random fields  Weakly supervised method  3D point clouds labeling  
基于LLC与GIST特征的静态人体行为分类 期刊论文
计算机工程, 2018, 卷号: 44, 期号: 8, 页码: 268-272, 278
Authors:  王恩德;  刘巧英;  李勇
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行为识别  全局特征描述子  局部约束线性编码  空间金字塔匹配  最大池化