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基于在线学习的多任务方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  孙干
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终身机器学习  多任务学习  在线学习  度量学习  迁移学习  
Speedup 3-D Texture-Less Object Recognition Against Self-Occlusion for Intelligent Manufacturing 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 11, 页码: 3887-3897
Authors:  Cong Y(丛杨);  Tian DY(田冬英);  Feng Y(冯云);  Fan BJ(范保杰);  Yu HB(于海斌)
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Hough voting  hypothesis generation  k-d tree  local reference frame (LRF)  object recognition  pose estimation  
Novel event analysis for human-machine collaborative underwater exploration 期刊论文
Pattern Recognition, 2019, 卷号: 96, 页码: 1-11
Authors:  Cong Y(丛杨);  Fan BJ(范保杰);  Hou DD(侯冬冬);  Fan HJ(范慧杰);  Liu KZ(刘开周);  Luo JB(罗杰波)
Adobe PDF(3819Kb)  |  Favorite  |  View/Download:120/34  |  Submit date:2019/08/18
Underwater Underwater robot  Visual summarization  Visual saliency  Visual tracking  Robot vision  Video analysis  Novel event  Deep sea  
AttentiveHerb: A Novel Method for Traditional Medicine Prescription Generation 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 139069-139085
Authors:  Liu Z(刘智);  Zheng ZY(郑泽宇);  Guo, Xiwang;  Qi, Liang;  Gui J(桂珺);  Fu DZ(付殿峥);  Yao, Qingfeng;  Jin, Luyao
Adobe PDF(5428Kb)  |  Favorite  |  View/Download:36/0  |  Submit date:2019/12/14
Attention mechanism  deep learning  neural network  sequence learning  traditional herbal medicine  
基于几何基元的红外成像自动目标识别方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  焦安波
Adobe PDF(4779Kb)  |  Favorite  |  View/Download:144/31  |  Submit date:2018/06/16
几何基元  红外成像  深度学习  匹配滤波  自动目标识别  
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
Adobe PDF(4872Kb)  |  Favorite  |  View/Download:174/46  |  Submit date:2018/06/16
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  
Active Lifelong Learning with “Watchdog” 会议论文
32nd AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Xu XW(徐晓伟)
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Unusual Event Analysis for Deep Sea Submersible 会议论文
2017 IEEE International Conference on Advanced Robotics and Mechatronics (ICARM 2017), Hefei, China, August 27-31, 2017
Authors:  Cong Y(丛杨);  Fan BJ(范保杰);  Liu KZ(刘开周);  Fan HJ(范慧杰)
Adobe PDF(1139Kb)  |  Favorite  |  View/Download:127/16  |  Submit date:2017/12/21
Object Tracking  Deep Sea  Unusual Event Detection  Robot Vision  Video Analysis  
基于机器学习的胃镜计算机辅助诊断算法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2016
Authors:  王帅
Adobe PDF(8961Kb)  |  Favorite  |  View/Download:417/24  |  Submit date:2016/12/15
图像质量评价  视频摘要  稀疏表达  特征选择  病变检测  
UDSFS: Unsupervised deep sparse feature selection 期刊论文
Neurocomputing, 2016, 卷号: 196, 页码: 150-158
Authors:  Cong Y(丛杨);  Wang S(王帅);  Fan BJ(范保杰);  Yang YS(杨云生);  Yu HB(于海斌)
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Deep Sparse  Feature Selection  Machine Learning  Group Sparsity  Computer Aided Diagnosis