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A Two-Stream CNN With Simultaneous Detection and Segmentation for Robotic Grasping 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 卷号: 52, 期号: 2, 页码: 1167-1181
作者:  Yu, Yingying;  Cao, Zhiqiang;  Liu, Zhicheng;  Geng, Wenjie;  Yu, Junzhi;  Zhang, Weimin
收藏  |  浏览/下载：227/0  |  提交时间：2022/06/06
Grasping  Robot kinematics  Manipulators  Image segmentation  Deconvolution  Machine learning  Global deconvolution network (GDN)  robotic grasping  simultaneous detection and segmentation  two-stream grasping convolutional neural network (CNN)  
A Novel Sparse Geometric 3-D LiDAR Odometry Approach 期刊论文
IEEE SYSTEMS JOURNAL, 2021, 卷号: 15, 期号: 1, 页码: 1390-1400
作者:  Liang, Shuang;  Cao, Zhiqiang;  Guan, Peiyu;  Wang, Chengpeng;  Yu, Junzhi;  Wang, Shuo
Adobe PDF(4597Kb)  |  收藏  |  浏览/下载：317/67  |  提交时间：2021/05/06
Laser radar  Feature extraction  Simultaneous localization and mapping  Three-dimensional displays  Computational complexity  Distance measurement  Lighting  Line and plane features  line-to-line and plane-to-plane associations  sparse geometric map  3-D light detection and ranging (LiDAR) odometry  
A real-time semantic visual SLAM approach with points and objects 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2020, 卷号: 17, 期号: 1, 页码: 1-10
作者:  Guan, Peiyu;  Cao, Zhiqiang;  Chen, Erkui;  Liang, Shuang;  Tan, Min;  Yu, Junzhi
Adobe PDF(1980Kb)  |  收藏  |  浏览/下载：383/56  |  提交时间：2020/04/07
Semantic SLAM  data association  object segmentation  semantic constraint  
Towards Real-Time Advancement of Underwater Visual Quality With GAN 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 卷号: 66, 期号: 12, 页码: 9350-9359
作者:  Chen, Xingyu;  Yu, Junzhi;  Kong, Shihan;  Wu, Zhengxing;  Fang, Xi;  Wen, Li
Adobe PDF(4984Kb)  |  收藏  |  浏览/下载：418/138  |  提交时间：2019/12/16
Generative adversarial networks (GAN) image restoration  machine learning  underwater vision