• DocumentCode
    1789506
  • Title

    Coronary cine-angiography segmentation incorporating low-rank priori

  • Author

    Xu Zhang ; Jia Song Wu ; Yang Chen ; Guan Yu Yang ; Coatrieux, Jean Louis ; Hua Zhong Shu

  • Author_Institution
    Key Lab. of Comput. Network & Inf. Integration, Southeast Univ., Nanjing, China
  • fYear
    2014
  • fDate
    14-16 Oct. 2014
  • Firstpage
    168
  • Lastpage
    173
  • Abstract
    In this paper, a new approach of segmenting cine coronary angiography is proposed. Rather than treating each frame of a video sequence individually and applying the segmentation on them separately, our approach tackles the segmentation of all the frames as a whole via incorporating the prior knowledge that the background components in all frames have much strong correlation mutually than vessels do, so our approach is global in the time dimension. We have applied this approach to the segmentation of clinical data and obtain encouraging result.
  • Keywords
    angiocardiography; image segmentation; image sequences; medical image processing; coronary cine-angiography segmentation; low-rank priori; video sequence frame; Biomedical imaging; Convex functions; Image segmentation; Optimization; Principal component analysis; Robustness; Robust principal component analysis; alternating direction method; cine coronary angiography; image segmentation; low rank;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2014 7th International Conference on
  • Conference_Location
    Dalian
  • Print_ISBN
    978-1-4799-5837-5
  • Type

    conf

  • DOI
    10.1109/BMEI.2014.7002764
  • Filename
    7002764