Inter/Intra-Constraints Optimization for Fast Vessel Enhancement in X-ray Angiographic Image Sequence

Du Chenbing, Song Shuang, Ai Danni, Song Hong, Huang Yong, Wang Yongtian, Yang Jian

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Citations (Scopus)

Abstract

Automatic vessel enhancement is significant for automatic analysis of the X-ray angiographic image sequence. However, the image is often interrupted by motion artefacts and other anatomical structures. In this paper, we propose an intra-frame and inter-frame constraint principal component analysis model (IFC-PCA) for vessel enhancement in the X-ray angiographic image sequence. The proposed method not only considers temporal information of image sequence by iteratively updating variable value on the basis of previous image information, but also takes the spatial information of each image into consideration. Experiments are conducted on a series of clinical X-ray angiographic image sequences. It demonstrates that our method is effective and robust for vessel enhancement from image sequence.

Original languageEnglish
Title of host publicationProceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018
EditorsHarald Schmidt, David Griol, Haiying Wang, Jan Baumbach, Huiru Zheng, Zoraida Callejas, Xiaohua Hu, Julie Dickerson, Le Zhang
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages859-863
Number of pages5
ISBN (Electronic)9781538654880
DOIs
Publication statusPublished - 21 Jan 2019
Event2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018 - Madrid, Spain
Duration: 3 Dec 20186 Dec 2018

Publication series

NameProceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018

Conference

Conference2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018
Country/TerritorySpain
CityMadrid
Period3/12/186/12/18

Keywords

  • Angiographic Image
  • Enhancement
  • Motion

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