Literature DB >> 9509756

A parametric fitting algorithm for segmentation of cell images.

H S Wu1, J Barba, J Gil.   

Abstract

This paper presents a parametric fitting algorithm for segmentation of cervical and breast cell images from cytology smears. A parametric elliptical model for cells is introduced and the parameters adjusted to fit the cell shapes while minimizing a cost function. Segmentation results of noisy human cervical cell and textured breast cell images demonstrate that the proposed parametric fitting algorithm is very successful in segmentation of images of both nonoverlapped and overlapped elliptically shaped cells.

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Year:  1998        PMID: 9509756     DOI: 10.1109/10.661165

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  9 in total

Review 1.  Quantitative image analysis in mammary gland biology.

Authors:  Rodrigo Fernandez-Gonzalez; Mary Helen Barcellos-Hoff; Carlos Ortiz-de-Solórzano
Journal:  J Mammary Gland Biol Neoplasia       Date:  2004-10       Impact factor: 2.673

2.  An automated method for cell detection in zebrafish.

Authors:  Tianming Liu; Gang Li; Jingxin Nie; Ashley Tarokh; Xiaobo Zhou; Lei Guo; Jarema Malicki; Weiming Xia; Stephen T C Wong
Journal:  Neuroinformatics       Date:  2008-02-21

3.  Automated quantification of nuclear immunohistochemical markers with different complexity.

Authors:  Carlos López; Marylène Lejeune; María Teresa Salvadó; Patricia Escrivà; Ramón Bosch; Lluis E Pons; Tomás Alvaro; Jordi Roig; Xavier Cugat; Jordi Baucells; Joaquín Jaén
Journal:  Histochem Cell Biol       Date:  2008-01-03       Impact factor: 4.304

4.  Segmentation of Brain Immunohistochemistry Images Using Clustering of Linear Centroids and Regional Shapes.

Authors:  Hai-Shan Wu; Jacinta Murray; Susan Morgello
Journal:  J Imaging Sci Technol       Date:  2008       Impact factor: 0.400

5.  An Interactive Java Statistical Image Segmentation System: GemIdent.

Authors:  Susan Holmes; Adam Kapelner; Peter P Lee
Journal:  J Stat Softw       Date:  2009-06-01       Impact factor: 6.440

6.  Abnormal localization of immature precursors (ALIP) detection for early prediction of acute myelocytic leukemia (AML) relapse.

Authors:  Hai-Qing Huang; Xiang-Zhong Fang; Jun Shi; Jie Hu
Journal:  Med Biol Eng Comput       Date:  2013-12-21       Impact factor: 2.602

7.  Automatic segmentation of cell nuclei in bladder and skin tissue for karyometric analysis.

Authors:  Vrushali R Korde; Hubert Bartels; Jennifer Barton; James Ranger-Moore
Journal:  Anal Quant Cytol Histol       Date:  2009-04       Impact factor: 0.302

8.  Detection and segmentation of cell nuclei in virtual microscopy images: a minimum-model approach.

Authors:  Stephan Wienert; Daniel Heim; Kai Saeger; Albrecht Stenzinger; Michael Beil; Peter Hufnagl; Manfred Dietel; Carsten Denkert; Frederick Klauschen
Journal:  Sci Rep       Date:  2012-07-11       Impact factor: 4.379

9.  Nucleus segmentation of cervical cytology images based on multi-scale fuzzy clustering algorithm.

Authors:  Jinjie Huang; Tao Wang; Dequan Zheng; Yongjun He
Journal:  Bioengineered       Date:  2020-12       Impact factor: 3.269

  9 in total

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