Texture pattern based lung nodule detection (TPLND) technique in CT images

International Review on Computers and Software

Volumn 9, Issue 3, 2014, Pages 415-426

  Senthil Kumar, Triplicane Krishnamurthy ^a   Narasimhan, Ganesh ^b   Umamaheswari, Rengasamy ^c  

^a RAJALAKSHMI INSTITUTE OF TECHNOLOGY   (India)

^b ANNA UNIVERSITY   (India)

^c RAJALAKSHMI ENGINEERING COLLEGE   (India)

Author keywords

Computed Tomography images (CT); Lung node detection (TPLND)

Indexed keywords

EID: 84901022366     PISSN: 18286003     EISSN: 18286011     Source Type: Journal    
DOI: None     Document Type: Article

References (30)

1. Shiying Hu, Eric A. Hoffman and Joseph M. Reinhardt, "Automatic Lung Segmentation for Accurate Quantitation of Volumetric X-Ray CT Images, " IEEE Transactions On Medical Imaging, Vol. 20, No. 6, pp. 490-498, Jun 2001
2. Mira Park, Jesse S. Jin and Laurence S. Wilson, "Detection of Abnormal Texture in Chest X-rays with Reduction of Ribs, " In Proc. of. Pan-Sydney Area Workshop on Visual Information Processing, Vol. 36, Sydney, Australia, 2004
3. Yonghong Shi, Feihu Qi, ZhongXue, Kyoko Ito, Hidenori Matsuo, and Dinggang Shen, "Segmenting Lung Fields in Serial Chest Radiographs Using Both Population and Patient Specific Shape Statistics, " IEEE Transaction on Medical Imaging, Vol. 4, No. 27, pp. 83-91, 2006
4. Korfiatis Panayiotis, "Automated Lung Nodule Detection In Low Dose Multislice CT, " University Of Patras, Patras, 2006
5. Dimitri Van De Ville, ThierryBlu and Michael Unser, "Surfing the Brain: An Overview of Wavelet-Based Techniques for fMRI Data Analysis, " IEEE Engineering in Medicine and Biology Magazine, Vol. 25, No. 2, pp. 65-78, 2006
6. YuanjieZheng, Karl Steiner, Thomas Bauer, JingyiYu, Dinggang Shen and Chandra Kambhamettu, "Lung Nodule Growth Analysis from 3D CT Data with a Coupled Segmentation and Registration Framework, " In. proc. of. 11th IEEE International Conference on Computer Vision, pp. 1-8, Rio de Janeiro, 2007
7. Adrien Depeursinge, Daniel Sage, AsmaaHidki, Alexandra Platon, Pierre AlexandrePoletti, Michael Unser and Henning Muller, "Lung Tissue Classification Using Wavelet Frames, " In. proc. of. 29th Annual International Conference of the IEEE on Engineering in Medicine and Biology Society, pp. 6259-6262, Lyon, 2007
8. Martin Dolejsi, "Detection of Pulmonary Nodules from CT Scans, " Research Reports of CMP, Czech Technical University in Prague, No. 5, 2007
9. Xujiong Ye, Xinyu Lin, JamshidDehmeshki, Greg Slabaugh and Gareth Beddoe, "Shape Based Computer-Aided Detection of Lung Nodules in Thoracic CT Images, " IEEE Transaction Biomedical Engineering, Vol. 56, No. 7, pp. 1810-1820, Jul 2008
10. Jan Hendrik Moltz, Lars Bornemann, Jan-Martin Kuhnigk, Volker Dicken, Elena Peitgen, Stephan Meier, Hendrik Bolte, Michael Fabel, Hans-Christian Bauknecht, Markus Hittinger, Andreas Kiebling, MichaelPusken, and Heinz-Otto Peitgen, "Advanced Segmentation Techniques for Lung Nodules, Liver Metastases, and Enlarged Lymph Nodes in CT Scans, " IEEE Journal Of Selected Topics In Signal Processing, Vol. 3, No. 1, pp. 122-134, Feb 2009
11. Noah Lee, Andrew F. Laine, GuillermoMárquez, Jeffrey M. Levsky and John K. Gohagan, "Potential of Computer-Aided Diagnosis to Improve CT Lung Cancer Screening, " In. proc. of. IEEE Reviews In Biomedical Engineering, Vol. 2, pp. 136-146, 2009
12. Anitha. S and Sridhar. S, "Segmentation Of Lung Lobes And Nodules In CT Images, " An International Journal of Signal & Image Processing(SIPIJ), Vol. 1, No. 1, pp. 1-12, Sep 2010
13. Fernando C. Monteiro, "Region-Based Clustering for Lung Segmentation in Low-Dose CT Images, " In. proc. of. International Conference of Numerical Analysis and Applied Mathematics, Vol. 3, pp. 2061-2064, Sep 2010
14. Aswini Kumar Mohanty and Dr. Saroj Kumar Lenka, "Data Mining Technique to Interpret Lung Nodule for Computer Aided Diagnosis, "International Journal of Computer and Communication Technology, Vol. 1, No. 2, pp. 373-378, 2010
15. Preeti Aggarwal, H. K. Sardana and RenuVig, "An Efficient Visualization And Segmentation Of Lung Ct Scan Images For Early Diagnosis Of Cancer, "In. proc. of. National Conference on Computational Instrumentation, Chandigarh, India, Mar 2010
16. Loganathan. R and Y. S. Kumaraswamy, "Medical Image Compression Using Biorthogonal Spline Wavelet With Different Decomposition, "International Journal on Computer Science and Engineering, Vol. 2, No. 9, pp. 3003-3006, 2010
17. S. Mukhopadhyay, U. Mahapatra, A. K. Tangirala and A. P. Tiwari, "Spline Wavelets for System Identification, " In. Proc. of the 9th International Symposium on Dynamics and Control of Process Systems (DYCOPS), Leuven, Belgium, Jul 2010
18. X. Huang and X. Lu, "The Use of Fractional B-Splines Wavelets in Multiterms Fractional Ordinary Differential Equations, " International Journal of Differential Equations, Vol. 2010, pp. 113, 2010
19. Jin Mo Goo, "A Computer-Aided Diagnosis for Evaluating Lung Nodules on Chest CT: the Current Status and Perspective, " Korean journal of radiology, Vol. 12, No. 2, pp. 145-155, Apr 2011
20. Olga Zinoveva, DmitriyZinovev, Stephen A. Siena, Daniela S. Raicu, Jacob Furst and Samuel G. Armato, "A texture-based probabilistic approach for lung nodule segmentation, " In. Proc. of the 8th international conference on Image analysis and recognition, Heidelberg, 2011
21. H. Ozkan, O. Osman, S. Sahin, M. M. Atasoy, H. Barutca, A. F. Boz and A. Olsun, "Lung Segmentation Algorithm for CAD System in CTA Images, " In. Proc. of World Academy of Science, Engineering and Technology, No. 77, 2011
22. K. A. G. Udeshani, R. G. N. Meegama and T. G. I. Fernando, "Statistical Feature-based Neural Network Approach for the Detection of Lung Cancer in Chest X-Ray Images, " International Journal of Image Processing (IJIP), Vol. 5, No. 4, pp. 425-434, 2011
23. H. S. Pheng, S. M. Shamsuddin, and S. Kenji, " Application of Intelligent Computational Models on Computed Tomography Lung Images, " International Journal of Advances in Soft Computing and Applications, Vol. 3, No. 2, pp. 1-15, Jul 2011
24. Disha Sharma and Gagandeep Jindal, "Computer Aided Diagnosis System for Detection of Lung Cancer in CT Scan Images, " International Journal of Computer and Electrical Engineering, Vol. 3, No. 5, pp. 714-718, Oct 2011
25. Artit C. Jirapatnakul, Yury D. Mulman, Anthony P. Reeves, David F. Yankelevitz and Claudia I. Henschke, "Segmentation of Juxtapleural Pulmonary Nodules Using a Robust Surface Estimate, " International Journal of Biomedical Imaging, Vol. 2011, Jan 2011
26. AzianAzamimi Abdullah and SyamimiMardiahShaharum, "Lung Cancer Cell Classification Method Using Artificial Neural Network, " Information Engineering Letters, Vol. 2, No. 1, pp. 49-58, 2011
27. Shao-Hu Peng, Deok-HwanKim, n, Seok-LyongLee and Myung-KwanLim, " Texture feature extraction based on a uniformity estimation method for local brightness and structure in chest CTimages, " Computers inBiologyandMedicine, Vol. 40, pp. 931-942, 2010
28. W. K. Pratt, "Digital Image Processing" 4th Edition, John Wiley & Sons, Inc., Los Altos, California, 2007
29. Y. A. Alsultanny, Region Growing and Segmentation Based on by 2D Wavelet Transform to the Color Images, (2008) International Review on Computers and Software (IRECOS), 3 (3), pp. 315-323
30. T. Boudghene Stambouli, A. Ouamri, M. Keche, Textured Images Classification Using Nearest Feature Line Method Added with Kurtosis and Skewness, (2008) International Review on Computers and Software (IRECOS), 3 (6), pp. 593-596