Review of level set in image segmentation

Z Wang, B Ma, Y Zhu - Archives of Computational Methods in Engineering, 2021 - Springer
Level set is one of active contour models, which is good at handling complex topologies and
capturing boundary. The level set methods are specially used in image with intensity …

Optimal query-based relevance feedback in medical image retrieval using score fusion-based classification

M Behnam, H Pourghassem - Journal of digital imaging, 2015 - Springer
In this paper, a new content-based medical image retrieval (CBMIR) framework using an
effective classification method and a novel relevance feedback (RF) approach are proposed …

Segmentation of natural images based on super pixel and graph merging

A Mukherjee, S Sarkar, SK Saha - IET Computer Vision, 2021 - Wiley Online Library
The task of natural image segmentation is one of the most researched topics of computer
vision. There are mainly two principal approaches for the task, the statistical approach and …

A unified variational segmentation framework with a level-set based sparse composite shape prior

W Liu, D Ruan - Physics in Medicine & Biology, 2015 - iopscience.iop.org
Image segmentation plays an essential role in many medical applications. Low SNR
conditions and various artifacts makes its automation challenging. To achieve robust and …

Combining learning-based intensity distributions with nonparametric shape priors for image segmentation

A Soğanlı, MG Uzunbaş, M Çetin - Signal, Image and Video Processing, 2014 - Springer
Integration of shape prior information into level set formulations has led to great
improvements in image segmentation in the presence of missing information, occlusion, and …

Fuzzy energy based active contour model for multi-region image segmentation

A Mondal - Multimedia Tools and Applications, 2020 - Springer
In this article, we present a new multi-phase pseudo 0.5 level set framework on fuzzy energy
based active contour model to segment images into more than two regions. The proposed …

Current situation and review of image segmentation

J Wang, D Xiaolei, P Zhou - Recent Patents on Computer …, 2017 - ingentaconnect.com
Background: Image segmentation is a very important problem in the field of image
processing, complete and accurate image segmentation technology in many fields have …

Vegetation segmentation based on variational level set using multi-channel local wavelet texture and color

T Yang, Y Chen, Z Fan - Signal, Image and Video Processing, 2018 - Springer
The existing spectrum index-based methods for detecting vegetation coverage suffer from
an over-dependence on spectrum. To address these issues, this paper proposes a graph cut …

Left ventricle segmentation with mixture of gaussian active contours

X Wang, Q Hu, PA Heng - 2012 9th IEEE International …, 2012 - ieeexplore.ieee.org
Cine MRI is an imaging technique for visualizing the left ventricle wall motion in a heart
beating cycle. The paper proposed a method to semi-automatically segment the left ventricle …

Segmentation of natural image based on colour cohesion and spatial criteria

A Mukherjee, S Sarkar, SK Saha - 2017 Ninth International …, 2017 - ieeexplore.ieee.org
Segmenting a natural image is a complex task. Different semantic units may share similar
visual features. On the other hand, such features can have variations even within a single …