An Efficient Approach to Pulmonary Vessels Extraction Based on Curve Evolution-中国Betway体育网页登陆

摘要 Pulmonaryvesselsextractionisachallengingtaskinclinicalmedicine.Manypulmonarydiseasesareaccompaniedbythechangesofvesseldiameters.Thevesselsandtheirbranches,whichexhibitmuchvariability,aremostimportantinperformingdiagnosisandplanningthefollow-uptherapies.Inthispaper,weproposeanefficientapproachtopulmonaryvesselsextractionbasedonthecurveevolution.Thisapproachmodelsthevesselsasmonotonicallymarchingfrontunderthespeedfieldintegratingboththeregionandtheedgeinformationwhereanewregionspeedfunctionisdesignedandintegratedwiththeedgebasedspeedfunction.Duetotheregionbasedspeedterm,thefrontcouldevenpropagateinsmallnarrowvesselbranches.Tofurtherimprovethesegmentationresults,amulti-initialfastmarchingalgorithmisdevelopedtofastimplementthenumericalsolution,whichmayavoidthemonotonicallymarchingfrontleakingoutoftheweakboundarytooearlierandalsoreducethecomputationalcost.ThevalidityofourapproachisdemonstratedbyCTpulmonaryvesselsextraction.Experimentsshowthatthesegmentationresultsbyourapproach,especiallyonthenarrowthinvesselbranchesextraction,aremoreprecisethanthatoftheexistingmethod.

1TAO Chuang; LIN Zongjian.A NEW APPROACH TO THE DESIGN OF A SYSTEM FOR FEATURE EXTRACTION BASED ON HUMAN-COMPUTER COLLABORATIVE TACTIC.测绘科学与技术,1998-01.
2Cheng Hong,Linna Hu,Haimin Liu,Xiaofeng Wu,Jianmin Lu,Jiangpeng Lin,Wenliang Guo,Xishi Sun,Jielong Lin,Riken Chen,Zhenzhen Zheng.Learning curve and analysis of curative effects after balloon pulmonary angioplasty for chronic thromboembolic pulmonary hypertension.医药卫生,2023-03.
3黄伊;唐超;段红亮;周一青;钱蔓藜;黄亮.Efficient Time Synchronization Approach for Wireless Communication Systems on GPP-Based Software-Defined Radio Platform.计算机科学与技术,2013-03.
4Wen Liu;Yan-Ming Shen;Peng Wang.An Efficient Approach of Processing Multiple Continuous Queries.计算机科学与技术,2016-06.
5Tian-Luu Wu.Recognition of Shapes for Object Retrieval in Image Databases by Discrete Curve Evolution.计算机应用技术,2010-11.
6Yuhong Xin.The Evolution Relationship with Supplies： a Study Based on Co-evolution.系统科学,2007-03.
7Li Peipei Li Xuemei and Wei Yu.Improvement of energy model based on cubic interpolation curve.计算机应用技术,2012-01.
8Chen Ken;Wang Ping;Wang Lunyao.EFFICIENT IMPLEMENTATION OF 3D FILTER FOR MOVING OBJECT EXTRACTION.物理电子学,2007-06.
9Li Zhihua Zhou Fan Tian Xiang Chen Yaowu.High efficient moving object extraction and classification in traffic video surveillance.物理电子学,2009-04.
10Jie Ni;Fan Wu;Meixiang Jin;Yixing Bai;Yunfei Guo.Cancer Gene Extraction Based on Stepwise Regression.基础数学,2016-01.

An Efficient Approach to Pulmonary Vessels Extraction Based on Curve Evolution

来源期刊

相关推荐

同分类资源更多

相关关键词