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Discrete soft actor-critic with auto-encoder on vascular robotic system 期刊论文
ROBOTICA, 2022, 页码: 12
作者:  Li, Hao;  Zhou, Xiao-Hu;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Gui, Mei-Jiang;  Xiang, Tian-Yu;  Wang, Jin-Li;  Hou, Zeng-Guang
Adobe PDF(715Kb)  |  收藏  |  浏览/下载：270/6  |  提交时间：2023/01/09
surgical robots  vascular robotic system  automation  reinforcement learning  deep neural network  
FRR-NET: Fast Recurrent Residual Networks for Real-Time Catheter Segmentation and Tracking in Endovascular Aneurysm Repair 会议论文
, Iowa city, USA, 2020.04.03-07
作者:  Zhou, Yan-Jie;  Xie, Xiao-Liang;  Hou, Zeng-Guang;  Bian, Gui-Bin;  Liu, Shi-Qi;  Zhou, Xiao-Hu
Adobe PDF(2567Kb)  |  收藏  |  浏览/下载：233/37  |  提交时间：2022/06/14
Catheter  Segmentation  Tracking  Deep learning  X-ray fluoroscopy  
DFR-Net: A Novel Multi-Task Learning Network for Real-Time Multi-Instrument Segmentation 会议论文
, 中国成都, 2021.10.20-24
作者:  Zhou, Yan-Jie;  Liu, Shi-Qi;  Xie, Xiao-Liang;  Hou, Zeng-Guang
Adobe PDF(2606Kb)  |  收藏  |  浏览/下载：266/56  |  提交时间：2022/06/14
neural networks  instrument segmentation  multi-task learning  
Pyramid attention recurrent networks for real-time guidewiresegmentation and tracking in intraoperative X-ray fluoroscopy 期刊论文
Computerized Medical Imaging and Graphics, 2020, 卷号: 83, 页码: 101734
作者:  Zhou, Yan-Jie;  Xie, Xiao-Liang;  Zhou, Xiao-Hu;  Liu, Shi-Qi;  Bian, Gui-Bin;  Hou, Zeng-Guang
Adobe PDF(2211Kb)  |  收藏  |  浏览/下载：253/60  |  提交时间：2022/06/14
Guidewire  Catheter  Segmentation  Deep learning  X-ray fluoroscopy  
Fast A3RL: Aesthetics-Aware Adversarial Reinforcement Learning for Image Cropping 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 10, 页码: 5105-5120
作者:  Li, Debang;  Wu, Huikai;  Zhang, Junge;  Huang, Kaiqi
Adobe PDF(6588Kb)  |  收藏  |  浏览/下载：403/46  |  提交时间：2019/12/16
Reinforcement learning  adversarial learning  image cropping  
A Closed-Loop Controlled Nanomanipulation System for Probing Nanostructures Inside Scanning Electron Microscopes 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2016, 卷号: 21, 期号: 3, 页码: 1233-1241
作者:  Zhou, Chao;  Gong, Zheng;  Chen, Brandon K.;  Cao, Zhiqiang;  Yu, Junzhi;  Ru, Changhai;  Tan, Min;  Xie, Shaorong;  Sun, Yu;  Yu, Sun
浏览  |  Adobe PDF(3510Kb)  |  收藏  |  浏览/下载：555/189  |  提交时间：2016/10/19
Nanopositioning  Nanomanipulation  Probing Nanostructures