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Surgical instrument segmentation for endoscopic vision with data fusion of CNN prediction and kinematic pose 会议论文
, Montreal, Canada, 2019-5-20
Authors:  Fangbo Qin;  Yangming Li;  Yun-Hsuan Su;  De Xu;  Blake Hannaford
View  |  Adobe PDF(645Kb)  |  Favorite  |  View/Download:27/3  |  Submit date:2019/08/22
Data-Based Reinforcement Learning for Nonzero-Sum Games With Unknown Drift Dynamics 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 8, 页码: 2874-2885
Authors:  Zhang, Qichao;  Zhao, Dongbin
View  |  Adobe PDF(1021Kb)  |  Favorite  |  View/Download:13/0  |  Submit date:2019/07/12
Integral reinforcement learning (IRL)  neural network (NN)  nonzero-sum (NZS) games  off-policy  single-critic  unknown drift dynamics  
Blind image quality assessment via learnable attention-based pooling 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 332-344
Authors:  Gu, Jie;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(3081Kb)  |  Favorite  |  View/Download:108/40  |  Submit date:2019/05/15
Image quality assessment  Perceptual image quality  Visual attention  Convolutional neural network  Learnable pooling  
A Review on Object Detection Based on Deep Convolutional Neural Networks for Autonomous Driving 会议论文
, 中国江西省南昌市, 2019-6-3
Authors:  Lu JL(卢佳琳);  Tang SM(汤淑明);  Wang JQ(王金桥);  Zhu HB(朱海兵);  Wang YK(王云宽)
View  |  Adobe PDF(699Kb)  |  Favorite  |  View/Download:50/12  |  Submit date:2019/05/06
Local Semantic-Aware Deep Hashing With Hamming-Isometric Quantization 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 6, 页码: 2665-2679
Authors:  Wang, Yunbo;  Liang, Jian;  Cao, Dong;  Sun, Zhenan
View  |  Adobe PDF(1672Kb)  |  Favorite  |  View/Download:44/9  |  Submit date:2019/04/23
Image retrieval  deep hashing  similarity-preserving  local structures  Hamming-isometric  
Robotic Skill Learning for Precision Assembly With Microscopic Vision and Force Feedback 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2019, 卷号: 24, 期号: 3, 页码: 1117-1128
Authors:  Qin, Fangbo;  Xu, De;  Zhang, Dapeng;  Li, Ying
View  |  Adobe PDF(2296Kb)  |  Favorite  |  View/Download:73/27  |  Submit date:2019/05/06
Force control  learning from demonstration  microscopic vision  precision assembly  robotic skill learning  
Analysis of Interventionalists' Natural Behaviors for Recognizing Motion Patterns of Endovascular Tools During Percutaneous Coronary Interventions 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2019, 卷号: 13, 期号: 2, 页码: 330-342
Authors:  Zhou, Xiao-Hu;  Bian, Gui-Bin;  Xie, Xiao-Liang;  Hou, Zeng-Guang;  Qu, Xinkai;  Guan, Shaofeng
View  |  Adobe PDF(2985Kb)  |  Favorite  |  View/Download:63/15  |  Submit date:2019/04/23
Analysis framework  hidden Markov model  hierarchical classification framework  natural behaviors  percutaneous coronary intervention  
A Pedestrian Dead-Reckoning System for Walking and Marking Time Mixed Movement Using an SHSs Scheme and a Foot-Mounted IMU 期刊论文
IEEE Sensors Journal, 2019, 卷号: 19, 期号: 5, 页码: 1661-1671
Authors:  Wu, Yuan;  Zhu, Haibing;  Du, Qingxiu;  Tang, Shuming
View  |  Adobe PDF(2054Kb)  |  Favorite  |  View/Download:35/8  |  Submit date:2019/05/04
Pedestrian Dead-reckoning  Imu  Step And Heading System  Gait Partitioning  Motion Classification  Ekf Filtering  Marking Time  Trajectory Estimation  
A Survey of the Research Status of Pedestrian Dead Reckoning Systems Based on Inertial Sensors 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 1, 页码: 65-83
Authors:  Wu, Yuan;  Zhu, Haibing;  Du, Qingxiu;  Tang, Shuming
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Inertial Measurement Unit (Imu)  Pedestrian Dead-reckoning  Indoor Navigation  Technical Route  General Framework  
Decision Controller for Object Tracking With Deep Reinforcement Learning 期刊论文
IEEE Access, 2019, 期号: 7, 页码: 28069 - 28079
Authors:  Zhao Zhong;  Zichen Yang;  Weitao Feng;  Wei Wu;  Yangyang Hu;  Cheng-lin Liu
View  |  Adobe PDF(2984Kb)  |  Favorite  |  View/Download:249/93  |  Submit date:2019/04/30
Computer Vision  Deep Learning  Object Tracking  Reinforcement Learning