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Efficient MSPSO Sampling for Object Detection and 6-D Pose Estimation in 3-D Scenes 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 卷号: 69, 期号: 10, 页码: 10281-10291
Authors:  Xing, Xuejun;  Guo, Jianwei;  Nan, Liangliang;  Gu, Qingyi;  Zhang, Xiaopeng;  Yan, Dong-Ming
Favorite  |  View/Download:55/0  |  Submit date:2022/06/10
Pose estimation  Three-dimensional displays  Robustness  Robot kinematics  Image segmentation  Deep learning  Clustering algorithms  3-D point cloud  6-D pose estimation  multisubpopulation particle swarm optimization (MSPSO)  point pair features (PPF)  
基于深度信息的同时定位与稠密建图方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  邢晓霞
Adobe PDF(7942Kb)  |  Favorite  |  View/Download:94/3  |  Submit date:2022/06/17
局部特征描述子  单目图像深度估计  相机位姿估计  八叉树地图  语义地图  
Cross-attention-based Feature Extraction Network for 3D Point Cloud Registration 会议论文
, TaiPei Taiwan, July 18-22,2022
Authors:  Shiyi Guo;  Yujie Fu;  Zhengda Qian;  Zheng Rong;  Yihong Wu
Adobe PDF(717Kb)  |  Favorite  |  View/Download:43/5  |  Submit date:2022/04/06
基于深度学习的三维点云目标识别方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  杨翼荣
Adobe PDF(14078Kb)  |  Favorite  |  View/Download:93/5  |  Submit date:2021/06/18
点云处理  神经网络  空间划分卷积  四元数  旋转等变  
基于元学习的跨域人脸识别与三维人脸拟合 学位论文
, 中科院自动化研究所: 中国科学院大学, 2021
Authors:  郭建珠
Adobe PDF(5361Kb)  |  Favorite  |  View/Download:118/19  |  Submit date:2021/06/16
人脸识别  三维人脸模型  元学习  领域自适应  领域泛化  
Efficient Center Voting for Object Detection and 6D Pose Estimation in 3D Point Cloud 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 5072-5084
Authors:  Guo, Jianwei;  Xing, Xuejun;  Quan, Weize;  Yan, Dong-Ming;  Gu, Qingyi;  Liu, Yang;  Zhang, Xiaopeng
Favorite  |  View/Download:43/0  |  Submit date:2021/08/15
Three-dimensional displays  Pose estimation  Shape  Object detection  Feature extraction  Object recognition  Transmission line matrix methods  6D pose estimation  3D object recognition  point pair features  3D point cloud