Object Segmentation Based on Disparity Estimation

被引：0
|
作者：
Zhang, Qian [1 ]
Liu, Suxing [1 ]
An, Ping [1 ]
Zhang, Zhaoyang [1 ]
机构：
[1] Shanghai Univ, Sch Commun & Informat Engn, Minist Educ, Shanghai, Peoples R China
来源：
WORLD SUMMIT ON GENETIC AND EVOLUTIONARY COMPUTATION (GEC 09) | 2009年
关键词：
Disparity estimation; locally adaptive support-weight approach; object 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：
Object segmentation plays an important role in multi-view video analysis. In this paper, we present a new object segmentation method for multi-view video in which only the disparity is used for segmentation and the motion estimation is neglected. Firstly, a modified locally adaptive support-weight approach is proposed for disparity estimation. Then, segmentation is realized by mean-shift algorithm. The experimental results show that proposed method could segment the semantically meaningful objects from complex background with high precision.
引用
收藏
页码：1053 / 1056
页数：4
相关论文
共 50 条
  • [11] A Stereo Object Segmentation Algorithm Based on Disparity and Temporal-Spatial Information
    Chen, Jing
    Cai, Canhui
    Li, Cuihua
    IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATIONS SYSTEMS (ISPACS 2012), 2012,
  • [12] Efficient disparity estimation using region based segmentation and multistage feedback
    Dept. of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada
    不详
    WSEAS Trans. Commun., 2006, 9 (1577-1584):
  • [13] Improving feature based object recognition in service robotics by disparity map based segmentation.
    Asanza, D.
    Wirnitzer, B.
    IEEE/RSJ 2010 INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2010), 2010, : 2716 - 2720
  • [14] Disparity estimation with modeling of occlusion and object orientation
    Redert, A
    Tsai, CJ
    Hendriks, E
    Katsaggelos, AK
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING '98, PTS 1 AND 2, 1997, 3309 : 798 - 808
  • [15] A feature-based approach for dense segmentation and estimation of large disparity motion
    Wills, Josh
    Agarwal, Sameer
    Belongie, Serge
    INTERNATIONAL JOURNAL OF COMPUTER VISION, 2006, 68 (02) : 125 - 143
  • [16] Segmentation-based stereo matching algorithm with variable support and disparity estimation
    Laboratory of Image Science and Technology, Southeast University, Nanjing 210096, China
    Guangxue Xuebao, 2009, 4 (1002-1009):
  • [17] A Feature-based Approach for Dense Segmentation and Estimation of Large Disparity Motion
    Josh Wills
    Sameer Agarwal
    Serge Belongie
    International Journal of Computer Vision, 2006, 68 : 125 - 143
  • [18] Segmentation in the loop: An iterative, object based algorithm for motion estimation
    Blume, H
    von Livonius, J
    Noll, TG
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2004, PTS 1 AND 2, 2004, 5308 : 464 - 473
  • [19] Video object segmentation based on global motion estimation/compensation
    Hsu, CT
    Tsai, YS
    Hsieh, MH
    Chien, YN
    ICCE: 2001 INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, DIGEST OF TECHNICAL PAPERS, 2001, : 168 - 169
  • [20] Does motion information interact with binocular disparity in object segmentation?
    Kham, K.
    Chung, C.
    Oh, C.
    PERCEPTION, 2000, 29 : 70 - 70
12345