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Multi-Frame Feature Aggregation for Real-Time Instrument Segmentation in Endoscopic Video 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 卷号: 6, 期号: 4, 页码: 6773-6780
Authors:  Lin, Shan;  Qin, Fangbo;  Peng, Haonan;  Bly, Randall A.;  Moe, Kris S.;  Hannaford, Blake
Favorite  |  View/Download:5/0  |  Submit date:2021/11/02
Computer vision for medical robotics  deep learning for visual perception  object detection  segmentation and categorization  
Efficient Insertion Control for Precision Assembly Based on Demonstration Learning and Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 7, 页码: 4492-4502
Authors:  Ma, Yanqin;  Xu, De;  Qin, Fangbo
Favorite  |  View/Download:68/0  |  Submit date:2021/05/17
Learning (artificial intelligence)  Task analysis  Learning systems  Gaussian distribution  Informatics  Automation  Data models  Demonstration learning  insertion policy learning  multiple peg-in-hole insertion  precision assembly  reinforcement learning  
Vision-Based Imitation Learning of Needle Reaching Skill for Robotic Precision Manipulation 期刊论文
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2021, 卷号: 101, 期号: 1, 页码: 13
Authors:  Li, Ying;  Qin, Fangbo;  Du, Shaofeng;  Xu, De;  Zhang, Jianqiang
Favorite  |  View/Download:30/0  |  Submit date:2021/03/08
Imitation learning  Skill learning  Visual control  Robotic precision manipulation  Neural networks  
Automated Pose Measurement Method Based on Multivision and Sensor Collaboration for Slice Microdevice 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 1, 页码: 488-498
Authors:  Shen, Fei;  Qin, Fangbo;  Zhang, Zhengtao;  Xu, De;  Zhang, Juan;  Wu, Wenrong
Favorite  |  View/Download:29/0  |  Submit date:2021/01/06
Image feature extraction  microassembly  multimicroscopic vision control  pose measurement  slice microdevice  
Towards Better Surgical Instrument Segmentation in Endoscopic Vision: Multi-Angle Feature Aggregation and Contour Supervision 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2020, 卷号: 5, 期号: 4, 页码: 6639-6646
Authors:  Qin, Fangbo;  Lin, Shan;  Li, Yangming;  Bly, Randall A.;  Moe, Kris S.;  Hannaford, Blake
Favorite  |  View/Download:48/0  |  Submit date:2020/12/04
Computer vision for medical robotics  medical robots and systems  deep learning for visual perception  object detection  segmentation and categorization  
Deep Reinforcement Learning of Robotic Precision Insertion Skill Accelerated by Demonstrations 会议论文
, Vancouver, British Columbia, Canada, 2019-08-22
Authors:  Wu, Xiapeng;  Zhang, Dapeng;  Qin, Fangbo;  Xu, De
View  |  Adobe PDF(1748Kb)  |  Favorite  |  View/Download:65/16  |  Submit date:2020/06/09
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:224/101  |  Submit date:2019/08/22
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:233/89  |  Submit date:2019/05/06
Force control  learning from demonstration  microscopic vision  precision assembly  robotic skill learning  
微装配机器人技能学习方法及应用研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  秦方博
Adobe PDF(7154Kb)  |  Favorite  |  View/Download:213/2  |  Submit date:2019/06/15
技能学习  微装配  显微视觉  图像特征提取  柔顺控制  
Contour Primitives of Interest Extraction Method for Microscopic Images and Its Application on Pose Measurement 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 卷号: 48, 期号: 8, 页码: 1348-1359
Authors:  Qin, Fangbo;  Shen, Fei;  Zhang, Dapeng;  Liu, Xilong;  Xu, De
View  |  Adobe PDF(1535Kb)  |  Favorite  |  View/Download:144/39  |  Submit date:2019/05/05
Geometric constraint  image feature extraction  microscopic vision  pose measurement  precision assembly