成果/Result
- 被引量:7收藏
- 作者:Nan MA Deyi LI Wen HE Yue DENG Jiahong LI Yue GAO Hong BAO Huan ZHANG Xinkai XU Yuansheng LIU Zhixuan WU Li CHEN
- 机构:Beijing Key Laboratory of Information Service Engineering;College of Robotics;Institute of System Engineering;School of Astronautics;School of Software
- 来源:[1]Beijing Key Laboratory of Information Service Engineering,Beijing Union University,Beijing 100101,China;[2]College of Robotics,Beijing Union University,Beijing 100101,China;[3]Institute of System Engineering,Academy of Military Science,Beijing 100036,China;[4]School of Astronautics,Beihang University,Beijing 100191,China;[5]School of Software,Tsinghua University,Beijing 100084,China;[6]Smart City College,Beijing Union University,Beijing 100101,China;[7]Demonstration Center of Experimental Teaching in Comprehensive Engineering,Beijing Union University,Beijing 100101,China 2021
- Survey of Pedestrian Action Recognition Techniques for Autonomous Driving被引量:5收藏
- 作者:Li Chen Nan Ma Patrick Wang Jiahong Li Pengfei Wang Guilin Pang Xiaojun Shi
- 机构:Beijing Key Laboratory of Information Service Engineering;Northeastern University;the Communication and Information Center of Ministry of Emergency Management of the People’s Republic of China;the College of Robotics
- 来源:[1]Beijing Key Laboratory of Information Service Engineering,College of Robotics,Beijing Union University,Beijing 100101,China;[2]Northeastern University,Boston,MA 02115,USA;[3]the Communication and Information Center of Ministry of Emergency Management of the People’s Republic of China,Beijing 100013,China;[4]the College of Robotics,Beijing Union University,Beijing 100101,China 2020
- 关键词:autonomous driving pedestrian action recognition action datasets two-stream network
- 多视角数据融合的特征平衡YOLOv3行人检测研究被引量:5收藏
- 作者:陈丽 马楠 逄桂林 高跃 李佳洪 张国平 吴祉璇 姚永强
- 机构:北京联合大学北京市信息服务工程重点实验室;北京联合大学机器人学院;北京交通大学计算机与信息技术学院;清华大学软件学院
- 来源:《智能系统学报》 2021
- 关键词:多视数据 自监督学习 特征点匹配 特征融合 YOLOv3网络 平衡特征 复杂场景 行人检测
- 摘要:针对复杂场景下行人发生遮挡检测困难以及远距离行人检测精确度低的问题,本文提出一种多视角数据融合的特征平衡YOLOv3行人检测模型(MVBYOLO),包括2部分:自监督学习的多视角特征点融合模型(Self-MVFM)和特征...
- 被引量:3收藏
- 作者:Nan Ma Zhixuan Wu Yiu-ming Cheung Yuchen Guo Yue Gao Jiahong Li Beiyan Jiang
- 机构:Beijing Key Laboratory of Information Service Engineering;Department of Computer Science;Beijing National Research Center for Information Science and Technology;School of Software;College of Robotics
- 来源:Tsinghua Science and Technology 2022