论文信息 - An Improved Brain Tumor Segmentation Method from MRI Brain Images

An Improved Brain Tumor Segmentation Method from MRI Brain Images

The objective of the paper is to segment the tumor regions from Magnetics Resonance Imaging (MRI image) brain images. The method incorporates the following steps during the tumor localization process namely, smoothing, skull stripping, filtering, image enhancement, followed by defining the region of interest and segmenting the identified tumor region from the input MRI brain image. Experimental results concluded that the proposed method has better performance regarding segmentation accuracy and execution time karma when tested on 15 live brain images with significant tumor regions.

Suresh Babu | A. Harshavardhan | T. Venugopal

[1] Dr. T. Venugopal,et al. A Survey on Brain Tumor Segmentation Methods with the Remedial Approach , 2017 .

[2] Manish Soni,et al. Segmentation of Underwater Objects using CLAHE Enhancement and Thresholding with 3-class Fuzzy C-Means Clustering , 2014 .

[3] Seyed Ali Mousavi,et al. MRI Brain Image Segmentation Using Combined Fuzzy Logic and Neural Networks for Tumor Detection , 2013 .

[4] You-Shyang Chen,et al. FCM Based Automatic Thresholding Algorithm to Segment the Brain MR Image , 2007, 2007 International Conference on Machine Learning and Cybernetics.

[5] A. R. Kavitha,et al. Automated Brain Tumor Segmentation and Detection in MRI Using Enhanced Darwinian Particle Swarm Optimization(EDPSO) , 2016 .

[6] P. Shantha Kumar,et al. PERFORMANCE ANALYSIS OF BRAIN TUMOR DIAGNOSIS BASED ON SOFT COMPUTING TECHNIQUES , 2014 .

[7] Nilesh Bhaskarrao Bahadure,et al. Image Analysis for MRI Based Brain Tumor Detection and Feature Extraction Using Biologically Inspired BWT and SVM , 2017, Int. J. Biomed. Imaging.

[8] Dai Junfeng,et al. The Fast Medical Image Segmentation of Target Region Based on Improved FM Algorithm , 2012 .

[9] Zaid Kraitem,et al. Automatic Brain Tumor Detection in MRI Using Image Processing Techniques , 2017 .