Research and Realization of Cell Image Segmentation Method Based on Mathematical Morphology

doi:10.3969/j.issn.1006-2475.2013.07.036

Computer and Modernization ›› 2013, Vol. 1 ›› Issue (7): 135-137,.doi: 10.3969/j.issn.1006-2475.2013.07.036

• 图像处理 • Previous Articles Next Articles

Research and Realization of Cell Image Segmentation Method Based on Mathematical Morphology

ZHANG Yan-hong1, LI Ying1, ZHANG Yan-ning2, WANG Feng-qin1

1. Department of Basic Science, Naval Aeronautical and Astronautical University, Yantai 264001, China; 2. Yantai Branch, Beijing Tianyuantai Engineering Cost Consulting Co., Ltd., Yantai 264001, Chinab

Received:2013-03-07 Revised:1900-01-01 Online:2013-07-17 Published:2013-07-17

Abstract

Abstract: Image segmentation is an important technology for digital image processing. This paper presents a new image segmentation method based on edge detection and mathematical morphology, and verifies its effectiveness in cell image with Matlab platform. Using the knowledge of mathematical morphology during the detection of cell edge, image processing of expansion and filling effectively makes up defects of single segmentation algorithm such as segmentation edge insufficiently sophisticated and cell internal more holes. The image corrosion in the display stage makes the cells more smooth edges and the segmentation results look more natural. It greatly improves the readability of the segmented image.


Key words: image segmentation, edge detection, mathematical morphology

ZHANG Yan-hong;LI Ying;ZHANG Yan-ning;WANG Feng-qin. Research and Realization of Cell Image Segmentation Method Based on Mathematical Morphology[J]. Computer and Modernization, 2013, 1(7): 135-137,.

[1]	ZHANG Bo-quan, MAI Hai-peng, CHEN Jia-min, Pang Jin-ju. White Matter Hyperintensities Segmentation Based on High Gray Value#br# Attention Mechanism [J]. Computer and Modernization, 2023, 0(12): 67-75.
[2]	WANG Juan, LI Chuan-geng, ZHANG Qing-yuan, XIA Cheng-yi. Segmentation Method of Knee Meniscus Based on Multiscale-net [J]. Computer and Modernization, 2023, 0(05): 111-116.
[3]	LIU Hui, ZOU Feng, CHEN De-bao, JI Xu-ying, ZHANG Yan. An Improved MOJAYA/D Algorithm for Image Segmentation [J]. Computer and Modernization, 2023, 0(04): 62-72.
[4]	WANG Shu-ping, LI Min, DU Min, LUO Jian-wei. Multilevel Thresholding Image Segmentation Using Improved Pathfinder Algorithm [J]. Computer and Modernization, 2022, 0(01): 61-69.
[5]	ZHAO Qi-wen, XU Kun, XU Yuan. Fast Paper Edge Detection Method Based on HED Network [J]. Computer and Modernization, 2021, 0(05): 1-5.
[6]	CHEN Xi-liang, WANG Xue , BI Xiao-wei. Cloth Simulation Filtering Algorithm Based on Elevation Normalization [J]. Computer and Modernization, 2021, 0(05): 6-12.
[7]	YONG Yu-jie, GU Hua. Image Segmentation Algorithm Based on Spatial Clustering and Edge Gradient [J]. Computer and Modernization, 2021, 0(02): 13-17.
[8]	YAO Chuan-wen, HUANG Dao-bin, YE Ming-quan, . MR Brain Tumor Image Segmentation Based on Rough Set Adaptive Granularity [J]. Computer and Modernization, 2021, 0(01): 34-37.
[9]	XI Xiao-qian, LIU Wei. Pulmonary Nodule Aided Diagnosis System Based on Target Detection Algorithm [J]. Computer and Modernization, 2020, 0(11): 1-7.
[10]	LIU Xiao-kang, WAN Xi, TU Wen-chao, ZHOU Qing-kai, TIAN Zheng-wen. Power Equipment Segmentation Algorithm Based on Infrared and Visible Images Registration [J]. Computer and Modernization, 2020, 0(08): 26-30.
[11]	LI Rui, WANG De-zhong. Target Detection Algorithm of Gaussian Mixture Model Combined with HED Network and Double Threshold Segmentation [J]. Computer and Modernization, 2020, 0(06): 7-.
[12]	CAO Shuai-shuai， CHEN Xue-xin， MIAO Pu， BU Qing-kai. Image Segmentation Method Based on Optimization of PSO Algorithm #br# and K-means Clustering Algorithm [J]. Computer and Modernization, 2020, 0(01): 22-.
[13]	ZHOU Hong-yu1, MA Qian-li1, MA Peng-bo2 . Detecting Method for Workpiece Size and Symmetry of Blower Rotor [J]. Computer and Modernization, 2019, 0(11): 55-.
[14]	LI Xi-ying1,2,3, ZHU Ken-gang1,2,3. A Single Traffic Image Fast Dehazing Method with Sky Segmentation #br# and Local Transmittance Optimization [J]. Computer and Modernization, 2019, 0(05): 51-.
[15]	SUN Yuan, LIU Han-qiang. An Unsupervised JND Color Image Segmentation Based on Firefly Algorithm [J]. Computer and Modernization, 2018, 0(12): 85-.

Research and Realization of Cell Image Segmentation Method Based on Mathematical Morphology

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments