Automatic extraction of moving objects using multiple features and multiple frames

被引：0
|
作者：
Pan, JH [1 ]
Li, SP [1 ]
Zhang, YQ [1 ]
机构：
[1] Tsing Hua Univ, Beijing 100084, Peoples R China
来源：
ISCAS 2000: IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS - PROCEEDINGS, VOL I: EMERGING TECHNOLOGIES FOR THE 21ST CENTURY | 2000年
关键词：
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：
This paper introduces a novel automatic video object extraction algorithm based on combination of color and motion segmentation results. The algorithm includes five parts: preprocessing, color segmentation, motion segmentation, combination of color and motion segmentation of multiple frames, post-processing. The performance of this algorithm is very promising, resulting in pixel-wise accuracy of extracted objects. Since it is an automatic extraction algorithm, it can be very useful in some real time video processing system based on video objects.
引用
收藏
页码：36 / 39
页数：4
相关论文
共 50 条
  • [1] Automatic extraction and localization of multiple moving objects with stereo camera in motion
    Thakoor, N
    Gao, J
    [J]. INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, 2005, : 1269 - 1274
  • [2] TRACKING MULTIPLE OBJECTS USING MOVING SNAKES
    De Vylder, Jonas
    Ochoa, Daniel
    Philips, Wilfried
    Chaerle, Laury
    Van Der Straeten, Dominique
    [J]. 2009 16TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING, VOLS 1 AND 2, 2009, : 966 - +
  • [3] Detection of Moving Objects in Complex Scenes Based on Multiple Features
    Zhu Wenjie
    Wang Guanglong
    Tian Jie
    Qiao Zhongtao
    Gao Fengqi
    [J]. ACTA OPTICA SINICA, 2018, 38 (06)
  • [4] Automatic extraction of moving objects using distributed genetic algorithms
    Kim, EY
    Park, SH
    [J]. INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING, 2003, 2690 : 262 - 269
  • [5] ON MULTIPLE MOVING-OBJECTS
    ERDMANN, M
    LOZANOPEREZ, T
    [J]. ALGORITHMICA, 1987, 2 (04) : 477 - 521
  • [6] Multiple objects tracking circuit using particle filters with multiple features
    Cho, Jung Uk
    Jin, Seung Hun
    Pham, Xuan Dai
    Jeon, Jae Wook
    [J]. PROCEEDINGS OF THE 2007 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-10, 2007, : 4639 - +
  • [7] Tracking of Multiple Moving Objects using DTW Algorithm
    Wang K.S.
    Joo Y.H.
    [J]. Transactions of the Korean Institute of Electrical Engineers, 2019, 68 (05): : 670 - 677
  • [8] IMPLEMENTATION OF TRACKING AND EXTRACTION OF MOVING-OBJECTS IN SUCCESSIVE FRAMES
    SUGIMOTO, SA
    MATSUKI, H
    ICHIOKA, Y
    [J]. APPLIED OPTICS, 1986, 25 (06): : 990 - 996
  • [9] Using of deep convolutional neural networks for visual features extraction in multiple objects tracking task
    Meshcheriakov, Andrei
    Popov, Sergey
    [J]. 2020 VI INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND NANOTECHNOLOGY (IEEE ITNT-2020), 2020,
  • [10] Keyword extraction using multiple novel features
    Yang, Shaohui
    Zhang, Bo
    Li, Shun
    Yu, Chaohui
    Hao, Qianting
    [J]. Journal of Computational Information Systems, 2014, 10 (07): : 2795 - 2802
12345