Improved watershed algorithm for resolving the oversegmentation problem in video segmentation

被引：0
|
作者：
Kim, SG [1 ]
Jeoune, DS [1 ]
Park, JH [1 ]
Chang, CS [1 ]
Yoon, YW [1 ]
机构：
[1] Hyundai High Sch Informat & Sci, Dept Comp Sci, Dong Gu, Ulsan 682010, South Korea
来源：
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS AND TECHNOLOGY, VOLS I AND II | 2001年
关键词：
oversegmentation problem; watershed algorithm; video segmentation;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we propose the improved watershed algorithm that resolves the oversegmentation problem shown in the previous watershed algorithm and its modifications. The principal idea of the proposed algorithm is merging the shallow catchment basin whose depth is less than a given threshold into the deeper one during flooding step. In the flooding process, the growth of the existing catchment basins and the extraction of newly flooded ones are accomplished as a consequence, the proposed algorithm shows good segmentation results by adding very small amount of calculations.
引用
收藏
页码：253 / 259
页数：7
相关论文
共 50 条
  • [31] Recognition of dense fluorescent droplets using an improved watershed segmentation algorithm
    Liu Gong
    Dong Wen-fei
    Jiang Ke-ming
    Zhou Wu-ping
    Zhang Tao
    Li Hai-wen
    CHINESE OPTICS, 2019, 12 (04): : 783 - 790
  • [32] A method of blasted rock image segmentation based on improved watershed algorithm
    Guo, Qinpeng
    Wang, Yuchen
    Yang, Shijiao
    Xiang, Zhibin
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [33] An Improved Watershed Segmentation Algorithm for Adhesive Particles in Sugar Cane Crystallization
    Meng, Yanmei
    Zheng, Kangyuan
    Hu, Feihong
    Li, Wenxing
    Lu, Guancheng
    PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON INFORMATION ENGINEERING FOR MECHANICS AND MATERIALS, 2015, 21 : 1774 - 1779
  • [34] An improved watershed segmentation algorithm with thermal markers for multispectral image analysis
    Viau, C. R.
    Payeur, P.
    Cretu, A. -M.
    AUTOMATIC TARGET RECOGNITION XXVI, 2016, 9844
  • [35] The Segmentation of Overlapping Milk Somatic Cells Based on Improved Watershed Algorithm
    Na, Su
    Heru, Xue
    2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, VOL III, PROCEEDINGS, 2009, : 563 - 566
  • [36] Mass Segmentation in Mammograms Based on Improved Level Set and Watershed Algorithm
    Liu, Jun
    Liu, Xiaoming
    Chen, Jianxun
    Tang, J.
    ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE, 2012, 6839 : 502 - 508
  • [37] A method of blasted rock image segmentation based on improved watershed algorithm
    Qinpeng Guo
    Yuchen Wang
    Shijiao Yang
    Zhibin Xiang
    Scientific Reports, 12
  • [38] The Watershed Algorithm for Image Segmentation
    OU Yan
    电脑知识与技术, 2007, (11) : 1289 - 1291
  • [39] An Improved Segmentation Algorithm to Detect Moving Object in Video Sequences
    Li, Jinkui
    Sang, Xinzhu
    Wang, Yongqiang
    Yan, Binbin
    Yu, Chongxiu
    OPTOELECTRONIC IMAGING AND MULTIMEDIA TECHNOLOGY, 2010, 7850
  • [40] An Improved Watershed Image Segmentation Algorithm Combining With a New Entropy Evaluation Criterion
    Deng, Tingquan
    Li, Yanchao
    FIFTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2012): ALGORITHMS, PATTERN RECOGNITION AND BASIC TECHNOLOGIES, 2013, 8784
12345