• DocumentCode
    242685
  • Title

    Foreground Extraction in Video Based on Edge-Based Robust Principal Component Analysis

  • Author

    Thuong-Khanh Tran ; Ngoc-Nam Bui ; Jin-young Kim

  • Author_Institution
    Dept. of ECE, Chonnam Nat. Univ., Gwangju, South Korea
  • fYear
    2014
  • fDate
    28-30 Oct. 2014
  • Firstpage
    1
  • Lastpage
    2
  • Abstract
    In video processing, background and foreground extraction are still interesting problem. It can be useful for object locating in video. In this paper, we propose a new method based on Edge-based Robust Principal Component Analysis to extract foreground information. The experimental results ensure its has high accuracy and efficient processing time.
  • Keywords
    principal component analysis; video signal processing; edge-based robust principal component analysis; foreground information extraction; video processing; Accuracy; Educational institutions; Image edge detection; Lighting; Noise; Principal component analysis; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IT Convergence and Security (ICITCS), 2014 International Conference on
  • Conference_Location
    Beijing
  • Type

    conf

  • DOI
    10.1109/ICITCS.2014.7021771
  • Filename
    7021771
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=242685