Stochastic extraction of elongated curvilinear structures with applications

VA Krylov, JDB Nelson - IEEE Transactions on Image …, 2014 - ieeexplore.ieee.org
The automatic extraction of elongated curvilinear structures (CLSs) is an important task in
various image processing applications, including numerous remote sensing, and biometrical …

Marked point process model for curvilinear structures extraction

SG Jeong, Y Tarabalka, J Zerubia - … 2015, Hong Kong, China, January 13 …, 2015 - Springer
In this paper, we propose a new marked point process (MPP) model and the associated
optimization technique to extract curvilinear structures. Given an image, we compute the …

Curve-like structure extraction using minimal path propagation with backtracking

Y Chen, Y Zhang, J Yang, Q Cao… - … on image processing, 2015 - ieeexplore.ieee.org
Minimal path techniques can efficiently extract geometrically curve-like structures by finding
the path with minimal accumulated cost between two given endpoints. Though having found …

Unbiased extraction of lines with parabolic and Gaussian profiles

C Steger - Computer Vision and Image Understanding, 2013 - Elsevier
This paper presents an approach to extract curvilinear structures (lines) and their widths
from two-dimensional images with high accuracy. Models for asymmetric parabolic and …

Piecewise approximation of contours through scale-space selection of dominant points

AMG Pinheiro, M Ghanbari - IEEE Transactions on Image …, 2010 - ieeexplore.ieee.org
This paper describes a method of approximating a shape contour with a polygon. The
polygon vertices are extracted from the curvature extremes, through a scale-space …

Fast and robust 2D-shape extraction using discrete-point sampling and centerline grouping in complex images

Z Zhu, G Wang, J Liu, Z Chen - IEEE transactions on image …, 2013 - ieeexplore.ieee.org
This paper initially develops the discrete-point sampling operator's concept, model, and
parameters that we have previously proposed, and makes its belt-shaped regions in a …

Linear structures identification in images using scale space radon transform and multiscale image hessian

AB Goumeidane, N Nacereddine, D Ziou - … 30, 2021, Proceedings, Part I 20, 2021 - Springer
In this paper we propose a stand-alone method to identify lines of different thickness in an
image exploiting the scale Space Radon Transform (SSRT) combined to multiscale image …

A probabilistic clustering approach for detecting linear structures in two-dimensional spaces

K Stylianopoulos, K Koutroumbas - Pattern Recognition and Image …, 2021 - Springer
In this work, a novel probabilistic clustering algorithm suitable for the identification of linear
elements in datasets containing linear-shaped clusters is proposed. The algorithm is an …

The line-and block-like structures extraction via ingenious snake

S Zhou, B Li, Y Wang, C Wang, T Wen, N Li - Pattern Recognition Letters, 2018 - Elsevier
Active contour model (ACM) plays an important role in computer vision and medical image
analysis. The traditional ACMs were employed to extract closed contours of objects. While …

An unbiased detector of curvilinear structures

C Steger - IEEE Transactions on pattern analysis and machine …, 1998 - ieeexplore.ieee.org
The extraction of curvilinear structures is an important low-level operation in computer vision
that has many applications. Most existing operators use a simple model for the line that is to …