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Review on Digital Image Processing in Biomedical Applications

Shakuntala A. Halemani1

  1. Department of Computer Science, P C Jabin College, Hubballi, Karnataka, India.

Section:Review Paper, Product Type: Journal Paper
Volume-6 , Issue-5 , Page no. 724-727, May-2018

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v6i5.724727

Online published on May 31, 2018

Copyright © Shakuntala A. Halemani . 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.

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IEEE Style Citation: Shakuntala A. Halemani, “Review on Digital Image Processing in Biomedical Applications,” International Journal of Computer Sciences and Engineering, Vol.6, Issue.5, pp.724-727, 2018.

MLA Style Citation: Shakuntala A. Halemani "Review on Digital Image Processing in Biomedical Applications." International Journal of Computer Sciences and Engineering 6.5 (2018): 724-727.

APA Style Citation: Shakuntala A. Halemani, (2018). Review on Digital Image Processing in Biomedical Applications. International Journal of Computer Sciences and Engineering, 6(5), 724-727.

BibTex Style Citation:
@article{Halemani_2018,
author = {Shakuntala A. Halemani},
title = {Review on Digital Image Processing in Biomedical Applications},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {5 2018},
volume = {6},
Issue = {5},
month = {5},
year = {2018},
issn = {2347-2693},
pages = {724-727},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=2051},
doi = {https://doi.org/10.26438/ijcse/v6i5.724727}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v6i5.724727}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=2051
TI - Review on Digital Image Processing in Biomedical Applications
T2 - International Journal of Computer Sciences and Engineering
AU - Shakuntala A. Halemani
PY - 2018
DA - 2018/05/31
PB - IJCSE, Indore, INDIA
SP - 724-727
IS - 5
VL - 6
SN - 2347-2693
ER -

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Abstract

Every day is greater the number of images obtained to characterize the anatomy and functions of the human body; because of this the automation of the medical image processing has become a practice to improve the diagnosis and treatment of certain diseases. In this study the main areas of application of computer vision to the digital processing of medical images are reviewed. This paper gives the details about the methods of biomedical image processing and after that it also describe about medical imaging modalities. Some of the medical imaging modalities are described in this paper like X-ray imaging, CT, MRI, and ultrasound. The optical modalities like endoscopy, photography and microscopy are also more important in this field. The following steps of image analysis are explained in this paper, feature extraction, segmentation, classification, quantitative measurements and interpretation. It mainly focuses on segmentation of biomedical images, because of its high relevance. Special segmentation methods and techniques have been developed in the medical field.

Key-Words / Index Term

Medical imaging modalities, Bacterial image analysis, automated image analysis

References

[1]. Suzuki K, Abe H, MacMahon H, Doi K, “Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN)”. IEEE Transactions on Medical Imaging., 2006, vol. 25,no.4, pp. 406-416.
[2]. WeixingWang,Shuguang Wu “A Study on Lung Cancer Detection by Image Processing” international conference on Communications,Circuits and Systems Proceedings, 2006, pp. 371-374.
[3]. Md. FoisalHossain, Mohammad Reza Alsharif “Image Enhancement Based on Logarithmic Transform Coefficient and Adaptive Histogram Equalization”International Conference on Convergence Information Technology, 21-23 November, 2007, pp. 1439 – 1444.
[4]. P.S. Hiremath, Parashuram Bannigidad, International Journal on Biomedical Engineeri ng and Technology (IJBET), Inderscience Publishers Ltd., USA, 2011, Vol. 7, No.3, pp. 257-265.
[5]. Wenhong Li,Yonggang Li,KexueLuo, “Application of Image Processing Technology in Paper Currency Classification System”, IEEE transactions 22-24 Oct. 2008, pp. 1- 5.
[6]. Li Minxia, ZhengMeng “A Study of Automatic Defects Extraction of X-ray Weld Image Based on Computed Radiography System” International Conference on Measuring Technology and Mechatronics Automation - ICMTMA, 2011.
[7]. P.S. Hiremath, Parashuram Bannigidad, “Automated Gram-staining characterization of bacterial cells using colour and cell wall properties Proceedings of the International Conference on Signal and Image processing (ICSIP-2009), Aug. 19-21, 2009, VVIT-Mysore, Karnataka, India, pp. 209-211.
[8]. Kanwal, N. , Girdhar, A. ; Gupta, S “Region Based Adaptive Contrast Enhancement of Medical X-Ray Images”, Bioinformatics and Biomedical Engineering, (ICBBE) 2011 5th International Conference, pp. 1-5.
[9]. Noorhayati Mohamed Noor, Noor Elaiza Abdul Khalid. “Fish Bone Impaction Using Adaptive Histogram Equalization (AHE)” Proceedings of the Second International Conference on Computer Research and Development 2010, IEEE Computer society Washington, pp.163-167.
[10]. Lu Zhang, Dongyue Li, ShuqianLuo , “Information extraction of bone fracture images based on diffraction enhanced imaging” International Conference of Medical Image Analysis and Clinical Application (MIACA) 10-17 June 2010, pp.106 -108.
[11]. Md.FoisalHossain, Mohammad Reza Alsharif, and Katsumi Yamashita “Medical Image Enhancement Based on Nonlinear Technique and Logarithmic Transform Coefficient Histogram Matching”, IEEE/ICME International Conference on Complex Medical Engineering July,2010, pp. 13-15.
[12]. P.S. Hiremath, Parashuram Bannigidad, International Journal on Biomedical Engineeri ng and Technology (IJBET), Inderscience Publishers Ltd., USA, 2011, Vol. 7, No.3, pp. 257-265.
[13]. P.S. Hiremath1, Parashuram Bannigidad2, Soumyashree S.Yelgond3, “ An Improved Automated Method for Identification of Bacterial Cell Morphological Characteristics”, International Journal of Advanced Trends in Computer Science and Engineering, Vol.2 , No.1, Pages : 11-16 (2013)