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Title: :  IMAGE SEGMENTATION FOR BRAIN TUMOUR PREDICTION USING WATERSHED ALGORITHN
PaperId: :  3235
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 5 2016
DUI:    16.0415/IJARIIE-3235
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
R. RAMYACAUVERY COLLEGE FOR WOMEN, BHARATHIDASAN UNIVERSITY

Abstract

COMPUTER ENGINEERING
Magnetic Resonance Imaging (MRI), Median Filter, Bias Field, Gaussian Mixture Model (GMM), Fuzzy Local GMM (FLGMM), Watershed Algorithm
Abstract Background/Objectives The objective of this paper is to study of segmentation methods implemented in Magnetic Resonance Imaging (MRI) images of Brain using MATLAB and compare time and accuracy of various segmentation techniques. Statistical Analysis/Findings Pre-processing is required for better segmentation, as it removes noise and makes images as better quality. De-noising is necessary to reduce the affect of noise on the image results. In this paper for de-noising, I have studied various morphological filters and used that filters and some techniques to predict the brain tumour .Segmentation using fuzzy C-Means and watershed Algorithm, these two methods is performed and compared with time and accuracy of that segmentation. Some techniques are used in order to get segmented image have higher accuracy. These techniques are Median Filter, Bias Field, Gaussian Mixer Model and Fuzzy Local GMM. Application/Improvement Segmented tumour with higher efficiency leads to help doctor in anatomy and pathology to classify tumour detection. So that treatment could be started accordingly as soon as possible.

Citations

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IJARIIE R. RAMYA. "IMAGE SEGMENTATION FOR BRAIN TUMOUR PREDICTION USING WATERSHED ALGORITHN" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 5 2016 Page 1246-1251
MLA R. RAMYA. "IMAGE SEGMENTATION FOR BRAIN TUMOUR PREDICTION USING WATERSHED ALGORITHN." International Journal Of Advance Research And Innovative Ideas In Education 2.5(2016) : 1246-1251.
APA R. RAMYA. (2016). IMAGE SEGMENTATION FOR BRAIN TUMOUR PREDICTION USING WATERSHED ALGORITHN. International Journal Of Advance Research And Innovative Ideas In Education, 2(5), 1246-1251.
Chicago R. RAMYA. "IMAGE SEGMENTATION FOR BRAIN TUMOUR PREDICTION USING WATERSHED ALGORITHN." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 5 (2016) : 1246-1251.
Oxford R. RAMYA. 'IMAGE SEGMENTATION FOR BRAIN TUMOUR PREDICTION USING WATERSHED ALGORITHN', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 5, 2016, p. 1246-1251. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/IMAGE_SEGMENTATION_FOR_BRAIN_TUMOUR_PREDICTION_USING_WATERSHED_ALGORITHN_ijariie3235.pdf (Accessed : 07 August 2017).
Harvard R. RAMYA. (2016) 'IMAGE SEGMENTATION FOR BRAIN TUMOUR PREDICTION USING WATERSHED ALGORITHN', International Journal Of Advance Research And Innovative Ideas In Education, 2(5), pp. 1246-1251IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/IMAGE_SEGMENTATION_FOR_BRAIN_TUMOUR_PREDICTION_USING_WATERSHED_ALGORITHN_ijariie3235.pdf (Accessed : 07 August 2017)
IEEE R. RAMYA, "IMAGE SEGMENTATION FOR BRAIN TUMOUR PREDICTION USING WATERSHED ALGORITHN," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 5, pp. 1246-1251, Sep-Oct 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/IMAGE_SEGMENTATION_FOR_BRAIN_TUMOUR_PREDICTION_USING_WATERSHED_ALGORITHN_ijariie3235.pdf [Accessed : 07 August 2017].
Turabian R. RAMYA. "IMAGE SEGMENTATION FOR BRAIN TUMOUR PREDICTION USING WATERSHED ALGORITHN." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 5 (07 August 2017).
Vancouver R. RAMYA. IMAGE SEGMENTATION FOR BRAIN TUMOUR PREDICTION USING WATERSHED ALGORITHN. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 07 August 2017]; 2(5) : 1246-1251. Available from: http://ijariie.com/AdminUploadPdf/IMAGE_SEGMENTATION_FOR_BRAIN_TUMOUR_PREDICTION_USING_WATERSHED_ALGORITHN_ijariie3235.pdf
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