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  • 姓名: 常红星
  • 性别: 男
  • 职称: 研究员
  • 职务: 
  • 学历: 
  • 电话: 
  • 传真: 
  • 电子邮件: hongxing.chang@ia.ac.cn
  • 所属部门: 
  • 通讯地址: 北京市海淀区中关村东路95号

    简  历:

  • 教育背景

    1988.09-1991.01 北京航空航天大学 硕士学位

    工作经历

    2005.12 至今    中科院自动化研究所 研究员

    1999.10-2005.12 中科院自动化研究所  副研究员

    1991.02-1999.09 中科院软件工程研制中心 副研究员

    社会任职:

    研究方向:

  • 计算机视觉、决策管理与调度

    承担科研项目情况:

    代表论著:

  • [1]    Autonomous navigation with improved hierarchical neural network based on deep reinforcement learning, Chinese Control Conference, 2019.  6 作者

    [2]    A feature pair based method for online moving object detection from high-resolution airborne videos, International Conference on Image, Vision and Computing, 2019. 4 作者

    [3]    Research on autonomous maneuvering decision of UCAV based on deep reinforcement learning, CCDC (Chinese Control and Decision Conference), 2018.  4 作者

    [4]    Consecutive Feature Network for Object Detection, ICMA (International Conference on Mechatronics and Automation), 2018.  5 作者

    [5]    Efficient vehicle detection and orientation estimation by confusing subsets categorization, ICCC (IEEE International Conference on Computer and Communications), 2017.  5 作者

    [6]    Class-imbalance aware CNN extension for high resolution aerial image based vehicle localization and categorization, ICIVC (International Conference on Image, Vision and Computing), 2017.  5 作者

    [7]    Research on automatic decision making of UAV based on Plan Goal Graph, Robio (IEEE Conference on Robotics and Biomimetics), 2017.  3 作者

    [8]    A real-time ranging method based on parallel binocular vision, ISCID (International Symposium on Computational Intelligence and Design), 2017.  5 作者

    [9]    Action recognition based on binocular vision, Journal of Robotics, Networking and Artificial Life, 2017.  4 作者

    [10] Cost-effective class-imbalance aware CNN for vehicle localization and categorization in high resolution aerial images, Remote Sensing, 2017.  5 作者

    [11] Object tracking under dual field-of-view switching in aerial videos, International Journal of Automation and Computing (IJAC), 2016.  4 作者

    [12] Research on automatic decision making of UAV based on Plan Goal Graph, Robio (IEEE Conference on Robotics and Biomimetics), 2016.  3 作者

    [13] A dynamic online background modeling framework for moving object detection from airborne videos, ICPIC (International Conference on Progress in Informatics and Computing), 2015. 通讯作者

    [14] Specific changes detection in visible-band VHR images using classification likelihood space, ACPR (Asian Conference on Pattern Recognition), 2015. 通讯作者

    [15] Invariant foreground occupation ratio for scale adaptive mean shift tracking, IET Computer Vision (IET-CVI), 2015.  5 作者

    [16] Visual object tracking using spatial context information and global tracking skills,, Computer Vision and Image Understanding (CVIU), 2014.  4 作者

    [17] Scale adaptive tracking using mean shift and efficient feature matching, International Conference on Pattern Recognition, 2014.  4 作者

    [18] Corner detection in images under different noise levels, International Conference on Pattern Recognition , 2014. 通讯作者

    [19] Evaluation of feature detectors and descriptors for motion detection from aerial videos, International Conference on Pattern Recognition , 2014. 通讯作者

    [20] Target confirmation and relocation using the correlation filter in mean shift tracking, International Conference on Graphic and Image Processing, 2014.  3 作者

    [21] Real-time moving object detection from airborne videos with relative distance change measure, IEEE 14th International Conference on Computer and Information Technology, 2014.  3 作者

    [22] A novel image registration algorithm in aerial infrared videos, International Conference on Image and Graphics, 2013. 通讯作者

    [23] A fast alternative for template matching: an ObjectCode method, Asian Conference on Pattern Recognition, 2013.  4 作者

    [24] Spatiotemporal saliency based moving object detection in aerial video, Chinese Journal of Aeronautics, 2013.  4 作者

    [25] A machine vision system for bearing greasing procedure, Electrical Power Systems and Computers: Lecture Notes in Electrical Engineering, 2013.  4 作者

    [26] 基于图的航空图像与GIS模型匹配计算机工程, 2013.  4 作者

    [27] 航拍视频帧间快速配准算法航空学报, 2013. 通讯作者

    [28] A visual saliency based method for vehicle logo detection, International Conference on Digital Image Processing, 2013.  3 作者

    [29] Corner detector using invariant analysis, International Conference on Digital Image Processing, 2013.  4 作者

    [30] Tracking-based moving object detection, International Conference on Image Processing, 2013.  4 作者

    [31] 基于运动增强和颜色分布比对的运动目标检测北京航空航天大学学报, 2012.  4 作者

    [32] Fast mosaicking panoramic images with parallax scene from a PTZ camera, Advanced Materials Research, 2012.  3 作者

    [33] Bearing defect inspection based on machine vision, Measurement, 2012.  4 作者

    [34] 微小型直升机自抗扰飞行控制飞行器测控学报, 2012.  3 作者

    [35] 基于Gabor滤波器的航空图像居民区域检测北京航空航天大学学报, 2012.  4 作者

    [36] Real-time moving object detection in parallax scene from PTZ camera, International Conference on Communications, Mobility, and Computing, 2012.  3 作者

    [37] Unmanned aircraft vehicle path planning algorithm based on SVM, IEEE First International Conference on Cognitive Systems and Information Processing, 2012.  4 作者

    [38] Fault diagnois of rolling bearing based on wavelet packet transformation, Electrical Power Systems and Computers: Lecture Notes in Electrical Engineering, 2011.  4 作者

    [39] Automatic bridge extraction for optical images, International Conference on Image and Graphics, 2011. 通讯作者

    A particle swarm optimization algorithm with equilibrious distribution parameter for global path planning of AUV, ICIC Express Letters, 2010.  2 作者

    专利申请:

    获奖及荣誉: