Accurate Coronary Vessel Extraction Using FastDirectional Filter Bank
عنوان مقاله: Accurate Coronary Vessel Extraction Using FastDirectional Filter Bank
شناسه ملی مقاله: ICMVIP07_047
منتشر شده در هفتمین کنفرانس ماشین بینایی و پردازش تصویر ایران در سال 1390
شناسه ملی مقاله: ICMVIP07_047
منتشر شده در هفتمین کنفرانس ماشین بینایی و پردازش تصویر ایران در سال 1390
مشخصات نویسندگان مقاله:
Morteza Jalalat Vakilkandi - ECE Dept., Isfahan University of Technology-MISP Center, Medical university of Isfahan ۲Student Member, IEEE
Mohammad Reza Ahmadzadeh - ECE Dept., Isfahan University of Technology-MISP Center, Medical university of Isfahan
Rasoul Amirfattahi - ECE Dept., Isfahan University of Technology-MISP Center, Medical university of Isfahan
Saeid Sadri - ECE Dept., Isfahan University of Technology-MISP Center, Medical university of Isfahan
خلاصه مقاله:
Morteza Jalalat Vakilkandi - ECE Dept., Isfahan University of Technology-MISP Center, Medical university of Isfahan ۲Student Member, IEEE
Mohammad Reza Ahmadzadeh - ECE Dept., Isfahan University of Technology-MISP Center, Medical university of Isfahan
Rasoul Amirfattahi - ECE Dept., Isfahan University of Technology-MISP Center, Medical university of Isfahan
Saeid Sadri - ECE Dept., Isfahan University of Technology-MISP Center, Medical university of Isfahan
Correct discern of blood vessels performs a significantrole in a number of clinical applications, especially inangiographic image analysis. In this paper, we propose a newsimple and fast fabrication of DDFB (called FDFB) withoutnecessity of downsampling and resampling employed in DDFB,which is time consuming, especially if the directions are sizeable.Also, in this paper we discuss on parameters of vessel filter inmore detail and propose a proper range for parameters selectionto achieve accurate vessel enhancement. One major problem inautomatic segmentation is the presence of background non-vesselstructures; we use a morphological-based algorithm to removethese, after vessel enhancement. Another problem with DDFB isthe ringing artefact; smoothed FDFB unravels the later. Theexperimental results show that the proposed FDFB and vesselenhancement framework work well on angiograms
کلمات کلیدی: X-ray angiography, coronary vessel segmentation,directional filter bank
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/159081/