Study of Image Analysis Algorithms for Segmentation, Feature Extraction and Classification of Cells

Margarita Gamarra; Eduardo Zurek; Homero San-Juan

doi:10.20897/jisem.201720

Study of Image Analysis Algorithms for Segmentation, Feature Extraction and Classification of Cells

Margarita Gamarra ¹ ² ^* , Eduardo Zurek ², Homero San-Juan ³

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¹ Dept. Electronic Eng., Universidad Autónoma del Caribe, COLOMBIA
² Dept. System Eng., Universidad del Norte, Barranquilla, COLOMBIA
³ Dept. Medicine, Universidad del Norte, Barranquilla, COLOMBIA
^* Corresponding Author

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Research Article

Journal of Information Systems Engineering and Management, 2017 - Volume 2 Issue 4, Article No: 20
https://doi.org/10.20897/jisem.201720

Published Online: 30 Aug 2017

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APA 6th edition

In-text citation: (Gamarra et al., 2017)
Reference: Gamarra, M., Zurek, E., & San-Juan, H. (2017). Study of Image Analysis Algorithms for Segmentation, Feature Extraction and Classification of Cells. Journal of Information Systems Engineering and Management, 2(4), 20. https://doi.org/10.20897/jisem.201720

Vancouver

In-text citation: (1), (2), (3), etc.
Reference: Gamarra M, Zurek E, San-Juan H. Study of Image Analysis Algorithms for Segmentation, Feature Extraction and Classification of Cells. J INFORM SYSTEMS ENG. 2017;2(4):20. https://doi.org/10.20897/jisem.201720

AMA 10th edition

In-text citation: (1), (2), (3), etc.
Reference: Gamarra M, Zurek E, San-Juan H. Study of Image Analysis Algorithms for Segmentation, Feature Extraction and Classification of Cells. J INFORM SYSTEMS ENG. 2017;2(4), 20. https://doi.org/10.20897/jisem.201720

Chicago

In-text citation: (Gamarra et al., 2017)
Reference: Gamarra, Margarita, Eduardo Zurek, and Homero San-Juan. "Study of Image Analysis Algorithms for Segmentation, Feature Extraction and Classification of Cells". Journal of Information Systems Engineering and Management 2017 2 no. 4 (2017): 20. https://doi.org/10.20897/jisem.201720

Harvard

In-text citation: (Gamarra et al., 2017)
Reference: Gamarra, M., Zurek, E., and San-Juan, H. (2017). Study of Image Analysis Algorithms for Segmentation, Feature Extraction and Classification of Cells. Journal of Information Systems Engineering and Management, 2(4), 20. https://doi.org/10.20897/jisem.201720

MLA

In-text citation: (Gamarra et al., 2017)
Reference: Gamarra, Margarita et al. "Study of Image Analysis Algorithms for Segmentation, Feature Extraction and Classification of Cells". Journal of Information Systems Engineering and Management, vol. 2, no. 4, 2017, 20. https://doi.org/10.20897/jisem.201720

ABSTRACT

Recent advances in microcopy and improvements in image processing algorithms have allowed the development of computer-assisted analytical approaches in cell identification. Several applications could be mentioned in this field: Cellular phenotype identification, disease detection and treatment, identifying virus entry in cells and virus classification; these applications could help to complement the opinion of medical experts. Although many surveys have been presented in medical image analysis, they focus mainly in tissues and organs and none of the surveys about image cells consider an analysis following the stages in the typical image processing: Segmentation, feature extraction and classification. The goal of this study is to provide comprehensive and critical analyses about the trends in each stage of cell image processing. In this paper, we present a literature survey about cell identification using different image processing techniques.

KEYWORDS

microscope technology segmentation feature extraction cell image image processing

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This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.