Fast object tracking in digital video

被引:20
|
作者
Park, DK [1 ]
Yoon, HS [1 ]
Won, CS [1 ]
机构
[1] Dongguk UNiv, Dept Elect Engn, Seoul 100715, South Korea
关键词
D O I
10.1109/30.883448
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a fast semi-automatic semantic object-tracking algorithm for digital video. The proposed method consists of two steps, namely, intra-frame object extraction and the inter-frame object tracking. For the intra-frame segmentation, we try to minimize the human intervention by exploiting the automatic homogenous region segmentation. Then, to achieve a fast inter-frame object tracking, we propose to use I-D projected motion estimation and an improved flooding method for the watershed algorithm.
引用
收藏
页码:785 / 790
页数:6
相关论文
共 50 条
  • [11] A TOOL FOR FAST GROUND TRUTH GENERATION FOR OBJECT DETECTION AND TRACKING FROM VIDEO
    Comaschi, Francesco
    Stuijk, Sander
    Basten, Twan
    Corporaal, Henk
    2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2014, : 368 - 372
  • [12] Fast and automatic video object segmentation and tracking for content-based applications
    Kim, C
    Hwang, JN
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2002, 12 (02) : 122 - 129
  • [13] Fast object tracking algorithm based on MPEG-2 video sequence
    Zhan, Yi-Qiang
    Qi, Fei-Hu
    Liu, Tian-Ming
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2001, 35 (09): : 1321 - 1324
  • [14] Fast tracking of semantic video object based on motion prediction and subregion extraction
    Zhou, K
    Dai, QH
    Wu, J
    Er, GH
    2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 2002, : 621 - 624
  • [15] A survey of video object tracking
    Li, Meng
    Cai, Zemin
    Wei, Chuliang
    Yuan, Ye
    International Journal of Control and Automation, 2015, 8 (09): : 303 - 312
  • [16] Object tracking for video annotation
    Zhang, SQ
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXVII, PTS 1AND 2, 2004, 5558 : 804 - 814
  • [17] Moving object tracking in video
    Wang, Y
    Doherty, JF
    Van Dyck, RE
    29TH APPLIED IMAGERY PATTERN RECOGNITION WORKSHOP, PROCEEDINGS, 2000, : 95 - 101
  • [18] Fast tracking for video target tracking
    Jin Xue-bo
    Du Jing-jing
    Bao Jia
    SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS, PTS 1-4, 2013, 303-306 : 2245 - +
  • [19] SPECTRUM-BASED OBJECT DETECTION AND TRACKING TECHNIQUE FOR DIGITAL VIDEO SURVEILLANCE
    Vishnyakov, Boris
    Vizilter, Yury
    Knyaz, Vladimir
    XXII ISPRS CONGRESS, TECHNICAL COMMISSION III, 2012, 39-B3 : 579 - 583
  • [20] Object Tracking in Hyperspectral-Oriented Video with Fast Spatial-Spectral Features
    Chen, Lulu
    Zhao, Yongqiang
    Yao, Jiaxin
    Chen, Jiaxin
    Li, Ning
    Chan, Jonathan Cheung-Wai
    Kong, Seong G.
    REMOTE SENSING, 2021, 13 (10)