Automatic Video Segmentation Algorithm by Background Model and Color Clustering

被引：0
|
作者：
沙芸
王军
刘玉树
机构：
[1] Beijing 100081
[2] Beijing Institute Technology
[3] China
[4] Department of Computer Science and Engineering
[5] School of Information Science and Technology
来源：
Journal of Beijing Institute of Technology | 2003年 / S1期
关键词：
video segmentation; background restoration; object region cluster;
D O I：
10.15918/j.jbit1004-0579.2003.s1.029
中图分类号：
TP274.2 [];
学科分类号：
0804 ; 080401 ; 080402 ; 081002 ; 0835 ;
摘要：
In order to detect the object in video efficiently, an automatic and real time video segmentation algorithmbased on background model and color clustering is proposed. This algorithm consists of four phases:backgroundrestoration, moving objects extract,moving objects region clustering and post processing. The threshold of thebackground restoration is not given in advanced. It can be gotten automatically.And a new object region cluster
引用
收藏
页码：134 / 138
页数：5
相关论文
共 50 条
  • [1] Automatic video segmentation using a novel background model
    Lu, Y
    Gao, W
    Wu, F
    2002 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL III, PROCEEDINGS, 2002, : 807 - 810
  • [2] Multiple feature clustering algorithm for automatic video object segmentation
    Wei, W
    Ngan, KN
    Habili, N
    2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PROCEEDINGS: IMAGE AND MULTIDIMENSIONAL SIGNAL PROCESSING SPECIAL SESSIONS, 2004, : 625 - 628
  • [3] Automatic Fast Fuzzy Clustering Algorithm for Nucleus Segmentation of Color Pathology Images
    Das, Arunita
    Namtirtha, Amrita
    Dutta, Animesh
    2022 IEEE 19TH INDIA COUNCIL INTERNATIONAL CONFERENCE, INDICON, 2022,
  • [4] Algorithm of clustering for color images segmentation
    Galaviz, PM
    López, AR
    García, MJS
    Torres, IHP
    15TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND COMPUTERS, PROCEEDINGS, 2005, : 306 - 310
  • [5] A video object segmentation algorithm for dynamic background combining motion cue with color information
    Cui, Zhi-Gao, 1600, Board of Optronics Lasers (25):
  • [6] Fast and Automatic Fuzzy C-Means Clustering Color Image Segmentation Algorithm
    Wang Chao
    Wang Yongshun
    Di Fan
    LASER & OPTOELECTRONICS PROGRESS, 2022, 59 (22)
  • [7] A New Clustering Algorithm for Color Image Segmentation
    Alaoui, Mohammed Talibi
    Sbihi, Abderrahmane
    PATTERN RECOGNITION AND IMAGE ANALYSIS, PROCEEDINGS, 2009, 5524 : 217 - +
  • [8] Color image segmentation based on automatic morphological clustering
    Géraud, T
    Strub, PY
    Darbon, J
    2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 2001, : 70 - 73
  • [9] An Automatic Clustering Algorithm Based on Region Segmentation
    Chen, Zhaowei
    Chang, Dongxia
    Zhao, Yao
    IEEE ACCESS, 2018, 6 : 74247 - 74259
  • [10] A novel automatic video object segmentation algorithm
    Zhang Guangyu
    Gong Guangzhen
    Zhu Weile
    CHINESE JOURNAL OF ELECTRONICS, 2007, 16 (01): : 115 - 118
12345