Analytical Study on Watershed Segmentation of the Pulmonary Lobes from Chest CT Scan Images

Authors

  • K.K. Thanammal Department of MCA, S.T.Hindu College, Nagercoil, India

Keywords:

Image segmentation, Image analysis, Medical Image Segmentation, CT scan

Abstract

Medical imaging is the technique that is used to produce images of human body parts for clinical purpose. The CT images provide thorough information of structure of lungs, which could be used for better surgical preparation for treating lung diseases. This work proposes a method for segmentation from the given CT images. The lungs lobar markers are calculated by an analysis of the automatically labeled bronchial tree and lobes information from several anatomical features. The water shed segmentation method is analyzed for radiologists to give early diagnosing report of lung diseases.

 

References

Stefano Diciotti, “The LOG Characteristic scale : A Consistent Measurement of Lung Nodule Size in CT imaging”, IEEE Transactions on Medical Imaging, Vol.29, No.2, pp.4-9, 2010.

D. Panayiotis, “Texture-Based Identification and Characterization of Interstilial Pneumonia Patterns in lung Multidetector CT”, IEEE Transactions on Information Technology in Biomedical, Vol.14, No.3, pp.23-28, 2010.

An Elen, “Automatic 3-D Breath –Hold Related Motion Correction of Dynamic Multislice MRI”, IEEE Transactions on Medical Imaging, Vol.29,No.3, pp.124-127, 2010.

W. Michael, “Robust 3-D Airway Tree Segmentation for Image-Guided Peripheral Bronchoscopy,” IEEE Transactions on Medical Imaging, Vol.29, No.4, pp.4-9, 2010.

Pu Jiantao, “Shape“Break-and-Repair” Strategy and Its Application to Automated Medical image segmentation”, IEEE Transactions on Visualization and Computer Graphics, Vol.17, No. 1, pp.53-57, 2011.

Rui Shen, Student Member IEEE, Irene Cheng, Senior Member, IEEE and Anup Basu, Senior Member IEEE,“A Hybrid Knowledge-Guided Detection Technique for Screening of Infectious Pulmonary Tuberculosis from Chest Radiographs” ,IEEE Transactions on Biomedical Engineering, Vol. 57, No.11,November 2010.

Ean Wen Huang, Jai lung Iseg and Miaw Ling Chang, National Taipel College of Nursing Mei-Lien Pan and Der-Ming Liou, National Yang-Ming University,“Generating Standardized Clinical Documents for Medical Information Exchanges”, IEEE Computer Society, IT Pro March/April 2010,1520-202/10/$26.00@2010 IEEE .

Nicholas J. Tustison, Brian B. Avants, Philip A.Cook, Yuanjie Zheng, lexandar Egan, Paul A Yushkevich and James C. Gee,“N4ITK: Improved N3 Bias Correction”, IEEE Transactions on Medical Imaging, Vol.29, No.6, June 2010.

Asem M. Ali, Ayman S. El Baz ans Aly A Farag, “A Novel Framework For Accurate Lung Segmentation Using Graph Cuts,”IEEE Xplore August 5,2009.

He Suk kim, Hyo-sun Yoon, Kien Nguyen Trung and Guee Sang Lee, “Automatic Lung Segmentation in CT Image using Anisotropic Diffusion and Morphology Operation”.

M.Arafan Jaffar, Ayyaz Hussian, M.Nazir, Anwar Mizra and Asmalludin Chaudhry, “GA and Morphology based Automated Segmentation of Lungs from CT scan Images”,CIMCA 2008, IAWYIC 2008 and ISE 2008.

Rushin Shajaii, Javad Alirezaie, Gul Khan and Paul Babyn, “Automatic Honey Comb Lung Segmentation in Pediatric CT Images”, IEEE 2007.

Yu Yang, Zhao Hong and Shenyang, “Medical Segmentation Using Sobolev Optical Flow”,IEEE 2007.

M.Sonka, J.Tschirren, S.Ukil, X,Zhang, Y Xu, J.M.Rein hardt,E.J.Van Beek, G.Mclennan and A.Hoffman, “Pulmonary CT Image Analysis and Computer Aided Detection”, IEEE ISBI 2007.

Yoshinori Itali, Hyoungscop Kim, Seiji ishikawa, Shigehiko Katsuragawa, Takayuki Ishida, Katsumi Nakamuara and Akiyoshi Yamamoto, “Automatic Segmentation of Lung Areas Based on SNAKES and extraction of abnormal areas”, IEEE International Conference on Tools with Artificial Intelligence 2005.

Seiji Mori, Hyoungecop Kim, Seiji Ishijkawa, Nakamura and Akiyashi Yamamoto, “Segmentation of Lung Area and Extraction of Abnormal Area on CT Images of the Thorax”, IEEE Industrial Electronics Society, November 2-6,2004, Busan, Korea.

Mathew S.Brown, Michael F.Mcnitt-Gray, Jonathan G.Goldin and Denise R.Aberle, “An Extensive Knowledge Based Architecture for Segmentation Computed Tomography Image,”, IEEE 1997.

Soumik Ukil and Joseph M.Reinhard, Senior Member, IEEE, “Anatomy-Guided Lung Lobe Segmentation in X-Ray CT Images”,IEEE Transactions on Medical Imaging, Vol.28,No.2, February 2009.

Girogio De, Nunzio, Eleonora Tommasi, Antonells Agrusi, Rosella Cataldo, Ivan De Mitri, Marco Favetta, Roberto Bellotti, Sabina Tangaro, Niccola Camarlinghi and Piergiorgio Cerello, “An Innovative Lung Segmentation Algorithm in CT Images with Accurate Delimitation of the Hilus Pulmonis”, IEEE Nuclear Science Symposium Conference Record 2008.

Omid Talakoub, Javad Alirezaie and Paul Babyn, “Lung Segmentation in Pulmonary CT Images using Wavelet Transform”, ICASSP 2007.

Milan Sonka Professor of Electrical and Computer Engineering college of Engineering. The University of lowa, “Comphrensive Approach to Pulmonary Image Analysis”, IEEE Symposium on Computer –Based Medical systems 2004.

Shiying Hu. EricA.Hoffman, Member IEEE and Joseph M Reinhardt,Member IEEE, “Automatic Lung Segmentation for Accurate Quantitative of Volumetric X-Ray CT Images”, IEEE

GagandeepKaur, JyotirmoynChhaterji, “A survey on Medical Image Segmentation”, International Journal of Science and Research (IJSR), ISSN (online) 2319-7064.

Downloads

Published

2017-06-30

How to Cite

[1]
K. Thanammal, “Analytical Study on Watershed Segmentation of the Pulmonary Lobes from Chest CT Scan Images”, Int. J. Sci. Res. Comp. Sci. Eng., vol. 5, no. 3, pp. 98–103, Jun. 2017.

Issue

Section

Research Article

Similar Articles

1 2 3 4 5 6 7 8 9 10 > >> 

You may also start an advanced similarity search for this article.