Cargando…

Segmentation of White Blood Cells through Nucleus Mark Watershed Operations and Mean Shift Clustering

This paper presents a novel method for segmentation of white blood cells (WBCs) in peripheral blood and bone marrow images under different lights through mean shift clustering, color space conversion and nucleus mark watershed operation (NMWO). The proposed method focuses on obtaining seed points. F...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liu, Zhi, Liu, Jing, Xiao, Xiaoyan, Yuan, Hui, Li, Xiaomei, Chang, Jun, Zheng, Chengyun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2015
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4610533/ https://www.ncbi.nlm.nih.gov/pubmed/26370995 http://dx.doi.org/10.3390/s150922561

Ejemplares similares

White Blood Cell Segmentation by Color-Space-Based K-Means Clustering
por: Zhang, Congcong, et al.
Publicado: (2014)

Lesion segmentation in breast ultrasound images using the optimized marked watershed method
por: Shen, Xiaoyan, et al.
Publicado: (2021)

Segmentation of White Blood Cells From Microscopic Images Using a Novel Combination of K-Means Clustering and Modified Watershed Algorithm
por: Ghane, Narjes, et al.
Publicado: (2017)

Graphical Image Region Extraction with K-Means Clustering and Watershed
por: Jardim, Sandra, et al.
Publicado: (2022)

Histological image segmentation using fast mean shift clustering method
por: Wu, Geming, et al.
Publicado: (2015)

Detection and Segmentation of Erythrocytes in Blood Smear Images Using a Line Operator and Watershed Algorithm
por: Khajehpour, Hassan, et al.
Publicado: (2013)

Research on Tire Marking Point Completeness Evaluation Based on K-Means Clustering Image Segmentation
por: Yu, Yuan, et al.
Publicado: (2020)

Nucleus and cytoplasm segmentation in microscopic images using K-means clustering and region growing
por: Sarrafzadeh, Omid, et al.
Publicado: (2015)

Dental Segmentation in Cone-beam Computed Tomography Images Using Watershed and Morphology Operators
por: Kakehbaraei, Somayeh, et al.
Publicado: (2018)

The Comparison of Clustering Algorithms K-Means and Fuzzy C-Means for Segmentation Retinal Blood Vessels
por: Wiharto, Wiharto, et al.
Publicado: (2020)

Smart Markers for Watershed-Based Cell Segmentation
por: Koyuncu, Can Fahrettin, et al.
Publicado: (2012)

Selective Hole Filling of Red Blood Cells for Improved Marker-Controlled Watershed Segmentation
por: Nurçin, Fatih Veysel, et al.
Publicado: (2021)

An Automated Segmentation of Leukocytes Using Modified Watershed Algorithm on Peripheral Blood Smear Images
por: Abrol, Vipasha, et al.
Publicado: (2023)

Vessel Segmentation in Retinal Images Using Multi-scale Line Operator and K-Means Clustering
por: Saffarzadeh, Vahid Mohammadi, et al.
Publicado: (2014)

A Review of Watershed Implementations for Segmentation of Volumetric Images
por: Kornilov, Anton, et al.
Publicado: (2022)

Automated segmentation of meningioma from contrast-enhanced T1-weighted MRI images in a case series using a marker-controlled watershed segmentation and fuzzy C-means clustering machine learning algorithm
por: Mohammadi, Sana, et al.
Publicado: (2023)

Architecting and operating OpenShift clusters: OpenShift for infrastructure and operations teams
por: Caban, William
Publicado: (2019)

Application of mean-shift clustering to Blood oxygen level dependent functional MRI activation detection
por: Ai, Leo, et al.
Publicado: (2014)

The Algorithm of Watershed Color Image Segmentation Based on Morphological Gradient
por: Wu, Yanyan, et al.
Publicado: (2022)

Mean Shift Cluster Recognition Method Implementation in the Nested Sampling Algorithm
por: Trassinelli, Martino, et al.
Publicado: (2020)

Automatic Graph Cut Segmentation of Lesions in CT Using Mean Shift Superpixels
por: Ye, Xujiong, et al.
Publicado: (2010)

Fuzzy clustering and distributed model for streamflow estimation in ungauged watersheds
por: Mosavi, Amirhosein, et al.
Publicado: (2021)

Bone Region Segmentation in Medical Images Based on Improved Watershed Algorithm
por: Zhou, Jun, et al.
Publicado: (2022)

Individual tree segmentation of airborne and UAV LiDAR point clouds based on the watershed and optimized connection center evolution clustering
por: Li, Yi, et al.
Publicado: (2023)

Research on fast marking method for indicator diagram of pumping well based on K-means clustering
por: Wang, Xiang, et al.
Publicado: (2023)

Application of an improved watershed algorithm based on distance map reconstruction in bean image segmentation
por: Liu, Hongquan, et al.
Publicado: (2023)

Performance of National Maps of Watershed Integrity at Watershed Scales
por: Kuhn, Anne, et al.
Publicado: (2018)

Fuzzy-C-Means Clustering Based Segmentation and CNN-Classification for Accurate Segmentation of Lung Nodules
por: K, Jalal Deen, et al.
Publicado: (2017)

MSCTrees: a mean-shift based toolkit for cluster analysis of phylogenetic trees
por: Li, Weixi, et al.
Publicado: (2011)

Watershed segmentation of basal left ventricle for quantitation of cine cardiac MRI function
por: Lu, Yingli, et al.
Publicado: (2011)

3D marker-controlled watershed for kidney segmentation in clinical CT exams
por: Wieclawek, Wojciech
Publicado: (2018)

Two-step verification of brain tumor segmentation using watershed-matching algorithm
por: Hasan, S. M. Kamrul, et al.
Publicado: (2018)

3D Clumped Cell Segmentation Using Curvature Based Seeded Watershed
por: Atta-Fosu, Thomas, et al.
Publicado: (2016)

A method of blasted rock image segmentation based on improved watershed algorithm
por: Guo, Qinpeng, et al.
Publicado: (2022)

OC_Finder: Osteoclast Segmentation, Counting, and Classification Using Watershed and Deep Learning
por: Wang, Xiao, et al.
Publicado: (2022)

Retracted: Bone Region Segmentation in Medical Images Based on Improved Watershed Algorithm
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

A dicentric chromosome identification method based on clustering and watershed algorithm
por: Shen, Xiang, et al.
Publicado: (2019)

Watershed hydrology /
por: Black, Peter E.
Publicado: (1996)

The shape of watersheds
por: Sassolas-Serrayet, Timothée, et al.
Publicado: (2018)

Identifying and Classifying Pollution Hotspots to Guide Watershed Management in a Large Multiuse Watershed
por: Su, Fangli, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_dqn7v2smjoe613192ipcrkpdfe