Moving Target Removal in Video Sequence Using Boundary Tracking

被引:0
|
作者
Chen, Fei [1 ]
Zeng, Xunxun [1 ]
Wang, Meiqing [1 ]
机构
[1] Jimei Univ, Sch Sci, Xiamen 361021, Fujian, Peoples R China
关键词
Target removal; boundary tracking; frame difference; image synthesis; PDE;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Moving target removal as one of the video special effect techniques refers to removing a foreground moving object from background and filling in the missing regions in a visually consistent manner. Usually for fill-in, we have to manually create masks for moving targets frame by frame by human intervention. This paper introduces a convenient algorithms to implement moving target removal from constrained complex background in a video sequence. We start from a given mask of the moving target in the first frame, and propose a new method which combines frame difference with boundary tracking to automatically generate moving target masks for other frames, then use image synthesis and PDE-based inpainting to repair the region of the moving target in the first frame. Finally, we fill the mask regions of moving target in other frames to finish the removal of moving target in video sequence.
引用
收藏
页码:1357 / 1363
页数:7
相关论文
共 50 条
  • [21] Moving target classification and tracking from real-time video
    Lipton, AJ
    Fujiyoshi, H
    Patil, RS
    FOURTH IEEE WORKSHOP ON APPLICATIONS OF COMPUTER VISION - WACV'98, PROCEEDINGS, 1998, : 8 - 14
  • [22] Detection and Tracking of Moving Target Based on Deep Learning for Video SAR
    Lin, Jie
    Cheng, Li
    Wu, Fuwei
    Yang, Yuhao
    Li, Pin
    Jin, Lin
    2022 INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY (ICMMT), 2022,
  • [23] Joint Tracking of Moving Target in Single-Channel Video SAR
    Zhong, Chao
    Ding, Jinshan
    Zhang, Yuhong
    IEEE Transactions on Geoscience and Remote Sensing, 2022, 60
  • [24] Joint Tracking of Moving Target in Single-Channel Video SAR
    Zhong, Chao
    Ding, Jinshan
    Zhang, Yuhong
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [25] An overview of moving target abnormity behavior identity technology in video sequence
    Song Yue Cong
    Liu Bo
    Li Min
    ADVANCED DESIGN AND MANUFACTURING TECHNOLOGY III, PTS 1-4, 2013, 397-400 : 2223 - 2226
  • [26] Detecting and tracking dim moving point target in IR image sequence
    Zhang, F
    Li, CF
    Shi, L
    INFRARED PHYSICS & TECHNOLOGY, 2005, 46 (04) : 323 - 328
  • [27] Human oriented multi-target tracking algorithm in video sequence
    School of Control Science and Engineering, Shandong University, Ji'nan 250061, China
    Kongzhi yu Juece Control Decis, 2007, 4 (418-422):
  • [28] Numerical analysis of moving boundary problems using the boundary tracking method
    Kimura M.
    Japan Journal of Industrial and Applied Mathematics, 1997, 14 (3) : 373 - 398
  • [29] Tracking a Moving Target in Cluttered Environments Using a Quadrotor
    Chen, Jing
    Liu, Tianbo
    Shen, Shaojie
    2016 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2016), 2016, : 446 - 453
  • [30] MOVING TARGET TRACKING USING TIME REVERSAL METHOD
    Bahrami, S.
    Cheldavi, A.
    Abdolali, A.
    PROGRESS IN ELECTROMAGNETICS RESEARCH M, 2012, 25 : 39 - 52