Literature DB >> 18276969

MAC: magnetostatic active contour model.

Xianghua Xie1, Majid Mirmehdi.   

Abstract

We propose an active contour model using an external force field that is based on magnetostatics and hypothesized magnetic interactions between the active contour and object boundaries. The major contribution of the method is that the interaction of its forces can greatly improve the active contour in capturing complex geometries and dealing with difficult initializations, weak edges and broken boundaries. The proposed method is shown to achieve significant improvements when compared against six well-known and state-of-the-art shape recovery methods, including the geodesic snake, the generalized version of GVF snake, the combined geodesic and GVF snake, and the charged particle model.

Mesh:

Year:  2008        PMID: 18276969     DOI: 10.1109/TPAMI.2007.70737

Source DB:  PubMed          Journal:  IEEE Trans Pattern Anal Mach Intell        ISSN: 0098-5589            Impact factor:   6.226


  7 in total

1.  Vesselness-guided Active Contour: A Coronary Vessel Extraction Method.

Authors:  Maryam Taghizadeh Dehkordi; Morteza Jalalat; Saeed Sadri; Alimohamad Doosthoseini; Mohammad Reza Ahmadzadeh; Rasoul Amirfattahi
Journal:  J Med Signals Sens       Date:  2014-04

Review 2.  Robust Nucleus/Cell Detection and Segmentation in Digital Pathology and Microscopy Images: A Comprehensive Review.

Authors:  Fuyong Xing; Lin Yang
Journal:  IEEE Rev Biomed Eng       Date:  2016-01-06

3.  A Cell Derived Active Contour (CDAC) method for robust tracking in low frame rate, low contrast phase microscopy - an example: the human hNT astrocyte.

Authors:  Alireza Nejati Javaremi; Charles P Unsworth; E Scott Graham
Journal:  PLoS One       Date:  2013-12-17       Impact factor: 3.240

4.  Improved algorithm for gradient vector flow based active contour model using global and local information.

Authors:  Jianhui Zhao; Bingyu Chen; Mingui Sun; Wenyan Jia; Zhiyong Yuan
Journal:  ScientificWorldJournal       Date:  2013-09-24

5.  A Novel Gradient Vector Flow Snake Model Based on Convex Function for Infrared Image Segmentation.

Authors:  Rui Zhang; Shiping Zhu; Qin Zhou
Journal:  Sensors (Basel)       Date:  2016-10-21       Impact factor: 3.576

6.  A radiological image analysis framework for early screening of the COVID-19 infection: A computer vision-based approach.

Authors:  Shouvik Chakraborty; Kalyani Mali
Journal:  Appl Soft Comput       Date:  2022-02-03       Impact factor: 6.725

7.  Brain extraction from cerebral MRI volume using a hybrid level set based active contour neighborhood model.

Authors:  Shaofeng Jiang; Weirui Zhang; Yu Wang; Zhen Chen
Journal:  Biomed Eng Online       Date:  2013-04-12       Impact factor: 2.819

  7 in total

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