Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT》 2000-02
Add to Favorite Get Latest Update

DESIGN OF A SEPARATING ALGORITHM FOR OVERLAPPING CELL IMAGES

LU Jian Feng, YANG Jing Yu, TANG Zhen Min, YE Yu Kun, and WANG Dong (Department of Computer Science, Nanjing University of Science and Technology,Nanjing 210094) (Tumor Research Center of P.L.A. 81 Hospital, Nanjing 210002)  
The overlapping phenomenon (also called clustering) often appears in actual cell images, i.e., there are some cells clustering together to form a big area. This phenomenon causes difficulty for consequent process, so it's necessary to design an effective algorithm to separate the clustering cells into single cells. In this paper a feasible method for binary images is proposed based on mathematical morphology. First, an erosion operator is applied to determine the number of single cells from clustering cells, and then based on the erosion result, the separating points on the original binary image are searched and these separating points are used to separate the clustering cells into single cells. The design and implementation of algorithm are detailed in this paper, and the experimental results are given also.
【Fund】: 卫生部“九五”国家重点科技攻关计划基金项目资助!(项目编号96-906-01-18)
【CateGory Index】: TP391
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 10 Hits
1 LU Jianfeng\+1, YANG Jingyu\+1, YE Yukun\+2, YUAN Xincheng\+1. 1 Nangjing University of Science & Technology, Nanjing\ 210094;2 Nanjing 81 Hospital, Nanjing\ 210002;Design of Corner Detection in X-Ray Image[J];Beijing Biomedical Engineering;2003-01
2 YANG Zhong,TAO Qing-chuan,HE Xiao-hai (College of Electronic Information,SCU,Chengdu 610064,China);Cell image separation based on shortest distance[J];Journal of Chengdu University of Information Technology;2004-03
3 JIA Li-feng1, MENG Hui-juan2, RAO Gao-yong3, ZHANG Hong3, YANG Xiang-dong3(1. Guangdong University of Technology, Guangzhou Guangdong 510305, China;2. Guangzhou Textile & Apparel Vocational School, Guangzhou Guangdong 510000, China;3.South China Institute of Industrial Design, Dongguan Guangdong 523808, China);A Fiber Diameter and Blending Analysis System for Cellulose and Its Blending[J];Journal of Donghua University(Natural Science);2010-05
4 LI Sheng (School of Vocational Technology,AHUT,Ma’anshan 243011,Ma'anshan 243011,China);Design on the Count Algorithm of Image Segmentation for Adhesive Blood Cell[J];Computer Knowledge and Technology(Academic Exchange);2007-06
5 WANG Na(School of Electronic Engineering,University of Electronic Science and Technology of China,Chengdu 610054,China);Separate Algorithm for Touched Particle Images Based on Watershed Algorithm[J];Computer Knowledge and Technology;2009-07
6 LIU Xiang-bin1,ZOU Bei-ji2,SUN Jia-guang3 (1.College of Computer and Communication,Hunan University,Changsha,Hun an 410081,China; 2.College of Information Science & Engineer,Central South University ,Changsha,Hunan 410083,China; 3.School of Software,Tsinghua University,Beijing 100084,China);A New Algorithm for Separating Cell in Bacteria Image[J];Acta Electronica Sinica;2005-06
7 LIU Guo? xiang 1, GUO Yong? cai 1, GAO Chao 1, XU Jia? hong 2 (1 College of Opto electrical Engineering, Chongqing University, Chingqing 400044, China; 2 Chongqing Academy of Traditional Medicine, Chongqing 400023, China);Research on Pattern Recognizing Technique for Immunity of Blood Cells[J];Journal of Chongqing University(Natural Science Edition);2003-01
8 JIA Lifeng(Guangdong University of Technology,Guangzhou,Guangdong 510305,China);Algorithm for separation of interlacing fibers[J];Journal of Textile Research;2011-05
9 WEI Jin,HAN Bin,ZHANG Qiliang(School of Electronics and Information,Jiangsu University of Science and Technology,Zhenjiang Jiangsu 212003,China);Study on Separating Algorithm for Overlapping Silkworm Ovum Image[J];Journal of Jiangsu University of Science and Technology(Natural Science Edition);2006-01
10 LIU Xiang-bin~(1),ZOU Bei-ji~2,SUN Jia-guang~3 (1.Institute of Image Recognition & Computer Vision,Hunan Normal University,Changsha 410081,China;2.School of Information Science and Engineering,Central South University,Changsha 410083,China;3.School of Software,Tsinghua University,Beijing 100084,China);An Improved Algorithm for Separating Touched Objects Based on Boundary Tracing[J];Journal of Natural Science of Hunan Normal University;2006-02
China Proceedings of conference Full-text Database 1 Hits
1 WEI Dong-dong, ZHAO Yu-hong (Department of control science and engineering, Zhejiang University, Hangzhou, 310027, Zhejiang, China);An image segment algorithm for overlapped particles based on concave points matching[A];[C];2009
【Citations】
Chinese Journal Full-text Database 1 Hits
1 Yang Xiaomin;Luo Limin and Wei Yu(Department of Biomedical Engineering, Southeast University, Nanjing 210018);AUTOMATIC CLASSIFICATION SYSTEM FORLEUKOCYTES IN HUMAN BLOOD[J];CHINESE JOURNAL OF COMPUTERS;1994-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 YANG Cuicui~1,YANG Ming~(1,2) (1.Faculty of Information Science and Engineering,Ningbo University,Ningbo 315211,China;2.High-tech Medical Optoelectronic Equipment Research and Development Center in Zhejiang Province,Ningbo 315211,China);The statistics of the number of microscopic image of complex adhesion cells[J];Optical Instruments;2010-03
2 LIU Ming1,YUAN Fang2,ZhANG Chun_hua1,ZOU Guo_liang1(1.College of Electronics and Information Engineering,Hebei University,Baoding 071002,China;2.College of Computer Science,Hebei University,Baoding 071002,China);Segmentation of Thrombocyte Image[J];JOURNAL OF HEBEI UNIVERSITY(NATURAL SCIENCE EDITION);2000-02
3 WANG Yue-yue , WANG Qiu-guang, ZHANG Jing-dong ( Electrical & Electronic Engineering College, Harbin Univ. Sci. Tech. , Harbin 150040, China; Harbin Disease Precaution Center, Harbin 150080, China);Analysis of Microscopic Images of Multi-shape-nucleus Leukocyte[J];Journal of Harbin University of Science and Technology;2005-05
4 LIU Xiang-bin~(1),ZOU Bei-ji~2,SUN Jia-guang~3 (1.Institute of Image Recognition & Computer Vision,Hunan Normal University,Changsha 410081,China;2.School of Information Science and Engineering,Central South University,Changsha 410083,China;3.School of Software,Tsinghua University,Beijing 100084,China);An Improved Algorithm for Separating Touched Objects Based on Boundary Tracing[J];Journal of Natural Science of Hunan Normal University;2006-02
5 Xie Hua1 Xia Shunren1 Gao Guangjin2 1(The Key Laboratory of Biomedical Engineering,Ministry of Education,Hangzhou 310027) 2(Dept. of Computer Engineering,Shandong College of Information Technology,Weifang 261000);Study of Marrow Cell Recognition Based on Multiple Classifier Fusion[J];Computer Engineering and Applications;2005-27
6 Liu Xiping Dou Wanchun Cai Shijie Mao Changgeng (State Key Laboratory for Novel Software Technology,Nanjing University,Nanjing Jiangsu 210093,China) (Department of Computer Science and Technology,Nanjing University,Nanjing Jiangsu 210093,China);AUTOMATIC RECOGNITION METHOD RESEARCH OF CELLS IN BONE MARROW IMAGES[J];Computer Applications and Software;2006-09
7 Wang Min1,Qiao Lishan2(1. College of Computer & Information,Hohai University,Nanjing,210098,P.R.China;2. Department of Computer Science & Engineering,NUAA,29 Yudao Street,Nanjing,210016,P.R.China);NEW METHOD FOR WHITE BLOOD CELL DETECTION BASED ON RELEVANCE VECTOR MACHINE[J];南京航空航天大学学报(英文版);2010-03
8 WANG Yue-yue WANG Qiu-guang Zhang Jing-dong;The Application of the Microscopic Image Processing Technology in the Detection of Pathogen[J];Shandong Electronics;2005-04
9 SUN Jian-fang~1, WANG Chuan-yong~2, LI De-peng~2, SUN Jie~2(1. College of Automation and Energy Source Engineering, Tianjin University of Technology, Tianjin 300191, China; 2. Dept. of Optical and Electronic Information and Electronic Eng., Tianjin University of Technology, Tianjin 300191, China);A method for counting blood cell based on image morphology[J];Journal of Tianjin Institute of Technology;2005-02
10 CAI Yong-jun LIU Wei-ling YU Qi-lianCollege of Precision Instrument and Opto-electronics Engineering Tianjin University Tianjin 300072;Application of genetic neural network to recognition of urine sediment[J];Chinese Medical Equipment Journal;2004-11
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Pin -zheng,WAN Sui -reng(Southeast University,Department o f Biomedical Engineer ,Nan Jing 210096,China);The Algorithm and Implementation of Applying Wavelet Packets to Obtain the Leucocyte's Nuclear Edge[J];Journal of Anhui Tv University;2002-01
2 HOU Zhen-jie~1,MA Shuo-shi~2,PEI Xi-chun~1,PAN Xin~1(1.School of Computer and Information Engineering,Inner Mongolia Agricultural University,Huhhot 010018;2.School of Mechanical and Electrical Engineering,Inner Mongolia Agricultural University,Huhhot 010018);A Segment Method of Marrow Cells Image Based on GA[J];Journal of Anhui Agricultural University;2005-04
3 GAO Chuang1,WANG Li-dong1,ZHOU Shi-yu2(1.School of Electronic and Information Engineering,University of Science and Technology Liaoning,Anshan 114051,China;2.AnGang Group New Hot-Rolled Co Ltd Hot-Rolled Strip Plaint,Anshan 114051,China);Classification of cervical cancer cell based on support vector machine and its application[J];Journal of University of Science and Technology Liaoning;2009-03
4 ZUO Hong-fu1, TU Qun-zhang 1,2 , LI Yan-jun1(1.Civil Aviation College, Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu 210016, China; 2.Engineering Institute of Engineering Corps, PLA University of Science and Technology, Nanjing, Jiangsu 210007, China);An Imaging System for Monitoring Debris in Lubrication Oil and Its Experiment Analysis[J];Acta Armamentarii;2005-05
5 GUO Zhen,CHEN Yuan-zhi (Communication University of China,Beijing 100024);Research of Thresholding Methods for Image Segmentation[J];Journal of Communication University of China(Science and Technology);2008-02
6 LIANG Jiu zhen (Beijing University of Aeronautics and Astronautics, Dept. of Computer Science and Engineering) HE Xin gui HUANG De shuang (Beijing Institute of System Engineering);Simple Conjugation-Gradient BP Algorithm for Feedforward Neural Networks[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;2000-05
7 LI Dong xia, \ ZENG Yu cun (Department of Electronics Engineering, Beijing Institute of Technology, Beijing100081);An Image Segmentation Method Based on Velocity Feature Vector for Moving Target Extraction[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;2000-03
8 ZHENG Jun1,XU Chunguang1,XIAO Dingguo1,LI Hua2,HUANG Hui3(1School of Mechanical and Vehicular Engineering, Beijing Institute of Technology, Beijing100081, China;2Institute of Acoustics, Chinese Academy of Sciences, Beijing100080, China;3Institute of Automatic Detection, ZhongKe Ltd, Beijing100044, China);The Technique of Digit Image's Illumination Uneven Elimination[J];Journal of Beijing Institute of Technology;2003-03
9 ZHAO Bao-jun,LI Dong (Department of Electronic Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);Effective Boundary Detection Method for Complex Target Based on the Snake Model[J];Journal of Beijing Institute of Technology;2004-02
10 Gao Like Zeng Yucun (Department of Electronic Engineering,Beijing Institute of Technology, Beijing 100081);Moving Targets Detection and Recognition in IR Image[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1997-06
China Proceedings of conference Full-text Database 1 Hits
1 Lu Zong-qi, Fu Jiang-tao (College of Information, East China University of Science and Technology, Shanghai 200237;;Confirm the Segmentation Position of Joint Area According to Pixel Attribute[A];[C];2005
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 ZHAO Xiao-xia et al (Engineering College,China Agricultural University,Beijing 100083);Study on Separation and Measurement Algorithm for Touching Quasi-circular Fruits[J];Journal of Anhui Agricultural Sciences;2008-19
2 CHEN Chuan, WANG Wei-xing (College of Electronic Engineering, University of Electronic Science & Technology of China, Chengdu 610054, China);Colony Image Segmentation Based on Grey Contours and Grey Level's Rate of Change[J];Ordnance Industry Automation;2007-11
3 JI Yan-jun,DU Yu-jie(Department of Physics and Electronic Technology,Binzhou University,Binzhou 256603,China);Segmentation of Conglutinative Bubbles Image[J];Journal of Binzhou University;2007-06
4 YANG Zhong,TAO Qing-chuan,HE Xiao-hai (College of Electronic Information,SCU,Chengdu 610064,China);Cell image separation based on shortest distance[J];Journal of Chengdu University of Information Technology;2004-03
5 LIANG Ping,CHENG Wei(Huaiyin Institute of Technology,Huai'an 223003,China);Research of Conglutinated Droplets Image Segmentation Based on Watershed Algorithm[J];Journal of Chongqing Institute of Technology(Natural Science);2008-10
6 CHEN Jing,ZHU Wei-xing,SU Wei(College of Electrical and Information Engineering,Jiangsu University,Zhenjiang 212013,China);Design of determination system of mass of 1000 grains based on machine vision[J];Transducer and Microsystem Technologies;2008-09
7 ZHAI Hui-qin(Corps 68029, Lanzhou Gansu 730020, China );A new algorithm for water area extracting from the remote sensing image based on morphologic method[J];Science of Surveying and Mapping;2006-01
8 YU Xin1,ZHENG Zhaobao2 1.Beijing Institute of Surveying and Mapping,Beijing 100038,China;2.School of Remote Sensing Information Engineering,Wuhan University,Wuhan 430079,China;Classification of Aerial Images' Building and Shrub Based on Semantic Features and Bayesian Networks[J];Acta Geodaetica et Cartographica Sinica;2010-03
9 QU Ju-bao(Department of Mathematics & Computer,Wuyi Institute,Wuyishan 354300,Fujian,China);Dynamic Recognition and Intelligent Track of Vehicles Using MAS[J];Journal of Chongqing Jiaotong University(Natural Science);2010-05
10 YANG Jie,ZHENG Hai-qi,LIU Xiao-ping,WANG Yan-gang(Ordnance Engineering College,Shijiazhuang 050003,China);Application of Multi-scale Soft Morphological Filter in Fault Diagnosis of Bearings[J];Bearing;2011-03
China Proceedings of conference Full-text Database 10 Hits
1 SHEN Jia-shuang~(1,2),ZHAI Jin-sheng~2,GUO Hai-tao~1 (1.Institute of Surveying and Mapping,Information Engineering University,Zhengzhou,Henan,450052; 2.Navel Institute of Hydrographic Surveying and Charting,Tianjin,300061);Advances in Coastline Extraction Technology Studies[A];[C];2009
2 Liu Jie Fan Denin Chen Wang Xiong Zhihui School of Information System and Management,National Univ.of Defense Tech.410073 Tu Wei School of Fund.Edu.for Commander Official,National Univ.of Defense Tech.410073;Erythrocyte Segmentation and Counting in Blood Microscope Images based on Morphologic Approaches[A];[C];2008
3 Hu Beibei Wang Jingzhong Information Engineering Department of North China University of Technology 100144;Pipe Thickness Survey Based on Edge-detection Algorithm[A];[C];2008
4 DI Yuming YE Hongbing QIU Xiaolin LI Tianduo (102 Staff Room of the Second Artillery Engineering College, Xi'an 710025);A Method for Automatic Counting Nuclear Track Image Based on Mathematic Morphology[A];[C];2006
5 FENG Ai-ping (System of Mechatronic,Yantai Automobile Engineering Professional College,Yantai 265500,China);The Research of Steel Bars' Counting Based on Seed Search Method[A];[C];2010
6 WangYan-min, Lin Xiao-zhu, Du Tian-cang, Tian Riu-qing (Beijing University of Chemical Technology, Beijing, 100029 ;Beijing Institute of Petrochemical Technology, Beijing, 102617;;A Segmenting and Counting Method for the Touched Objects That Based on Watershed Transformation[A];[C];2005
7 WANG Yi-cong CHEN Ken(College of Information Science and Engineering,Ningbo University,Ningbo 315211);A Separating Algorithm for Anomalous Touching Granule Images[A];[C];2008
8 Chen Hao Wang Jingzhong College of Information Engineering, North China Technology University, Beijing, 100041;Segmentation Based on Concave Points and its Application[A];[C];2004
9 Wanpeng Wang1,Jianwei Zhang1 1) School of Computer Science and Engineering,South China University of Technology,Guangzhou,Guangdong,China;Progress of Inspection Techniques and Identification Systems for Cervical Exfoliated Cell[A];[C];2010
10 HUANG Jiandeng College of Information and Technology Guilin University of Electronic Technology Guilin China;An Improved Algorithm of Overlapping Cell Division[A];[C];2010
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved