A strain energy filter for 3D vessel enhancement with application to pulmonary CT images

C Xiao, M Staring, D Shamonin, JHC Reiber… - Medical image …, 2011 - Elsevier
The traditional Hessian-related vessel filters often suffer from detecting complex structures
like bifurcations due to an over-simplified cylindrical model. To solve this problem, we …

Gradient-based enhancement of tubular structures in medical images

R Moreno, Ö Smedby - Medical Image Analysis, 2015 - Elsevier
Vesselness filters aim at enhancing tubular structures in medical images. The most popular
vesselness filters are based on eigenanalyses of the Hessian matrix computed at different …

Efficient computation of Hessian-based enhancement filters for tubular structures in 3D images

P Orłowski, M Orkisz - Irbm, 2009 - Elsevier
This work presents guidelines for a computationally efficient implementation of multiscale
image filters based on eigenanalysis of the Hessian matrix, for the enhancement of tubular …

Enhancement of vascular structures in 3D and 2D angiographic images

T Jerman, F Pernuš, B Likar… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
A number of imaging techniques are being used for diagnosis and treatment of vascular
pathologies like stenoses, aneurysms, embolisms, malformations and remodelings, which …

2D and 3D vascular structures enhancement via multiscale fractional anisotropy tensor

HF Alhasson, SS Alharbi… - Proceedings of the …, 2018 - openaccess.thecvf.com
The detection of vascular structures from noisy images is a fundamental process for
extracting meaningful information in many applications. Most well-known vascular …

Beyond Frangi: an improved multiscale vesselness filter

T Jerman, F Pernuš, B Likar… - Medical imaging 2015 …, 2015 - spiedigitallibrary.org
Vascular diseases are among the top three causes of death in the developed countries.
Effective diagnosis of vascular pathologies from angiographic images is therefore very …

Lung vessel segmentation in CT images using graph-cuts

Z Zhai, M Staring, BC Stoel - Medical Imaging 2016: Image …, 2016 - spiedigitallibrary.org
Accurate lung vessel segmentation is an important operation for lung CT analysis. Filters
that are based on analyzing the eigenvalues of the Hessian matrix are popular for …

Automatic multiscale enhancement and segmentation of pulmonary vessels in CT pulmonary angiography images for CAD applications

C Zhou, HP Chan, B Sahiner, LM Hadjiiski… - Medical …, 2007 - Wiley Online Library
The authors are developing a computerized pulmonary vessel segmentation method for a
computer‐aided pulmonary embolism (PE) detection system on computed tomographic …

Improved Hessian multiscale enhancement filter

J Yang, S Ma, Q Sun, W Tan, M Xu… - Bio-medical …, 2014 - content.iospress.com
Traditional Hessian multiscale filter consider only the local geometric feature but not the
global grayscale information. In medical image analysis, Hessian filter is usually used to …

Vessel enhancement filter using directional filter bank

PTH Truc, MAU Khan, YK Lee, S Lee, TS Kim - Computer Vision and Image …, 2009 - Elsevier
Vessel enhancement is an important preprocessing step in accurate vessel-tree
reconstruction which is necessary in many medical imaging applications. Conventional …