[PDF][PDF] Region Growing and Region Merging Segmentation for Medical Ultrasound Images

M Kaur, J Kaur, HK Gill, L Kaur - academia.edu
Due to the presence of speckle noise and similarities, it is difficult to recognize the
boundaries of abnormal regions in ultrasound images. An automatic segmentation is …

Automatic region growing segmentation for medical ultrasound images

HK Gill, A Girdhar, J Kaur - … on Medical Imaging, m-Health and …, 2014 - ieeexplore.ieee.org
Ultrasound images are difficult to segment due to presence of speckle noise and the
boundaries of abnormal regions are also difficult to recognize due to similarity. It is important …

Segmentation of ultrasound medical image using a hybrid method

H Guan, D Li, J Lin, T Wang - 2007 IEEE/ICME International …, 2007 - ieeexplore.ieee.org
In this paper, a hybrid method for the segmentation of medical ultrasound images is
proposed. The method is composed of two parts as region growing and region merging …

Automatic region growing method using GSmap and spatial information on ultrasound images

MG Oghli, A Fallahi, M Pooyan - 2010 18th Iranian Conference …, 2010 - ieeexplore.ieee.org
Ultrasound image segmentation is a critical issue in medical image analysis and
visualization. Identifying the boundaries of abnormal regions in some cases is challenging …

A discrete region competition approach incorporating weak edge enhancement for ultrasound image segmentation

CM Chen, HHS Lu, YL Chen - Pattern Recognition Letters, 2003 - Elsevier
Ultrasound images are inherently difficult to analyze due to their echo texture, speckle noise
and weak edges. Taking into account these characteristics, we present a new region-based …

[PDF][PDF] A local statistics based region growing segmentation method for ultrasound medical images

A Thakur, RS Anand - International Journal of Medical and Health …, 2007 - Citeseer
This paper presents the region based segmentation method for ultrasound images using
local statistics. In this segmentation approach the homogeneous regions depends on the …

A complete automatic region growing method for segmentation of masses on ultrasound images

S Poonguzhali, G Ravindran - 2006 International Conference …, 2006 - ieeexplore.ieee.org
Ultrasonography is a technique which helps the physician to visualize the structures of
internal organs of human body. In some cases it is difficult to identify the boundaries of …

Region growing segmentation of ultrasound images using gradients and local statistics

IM Mercado-Aguirre, A Patiño-Vanegas… - Medical Imaging …, 2017 - spiedigitallibrary.org
This paper describes a region growing segmentation algorithm for medical ultrasound
images. The algorithm starts with anisotropic diffusion filtering to reduce speckle noise …

Cell-Based Region Competition for Ultrasound Image Segmentation

CM Chen, HHS Lu, BS Su - Journal of Medical and Biological …, 2002 - airitilibrary.com
A new approach, cell-based region competition, based on watershed transform and region
competition is proposed to detect the multiple objects of interest with highly winding contours …

[引用][C] Segmenting 2d ultrasound images using seeded region growing

D Boen - University of British Columbia, 2006