scholarly journals REGION OF INTEREST-BASED MEDICAL IMAGE COMPRESSION, WITH APPLICATION TO MRI BRAIN IMAGES

2006 ◽  
Vol 5 (5) ◽  
pp. 1-13
Author(s):  
H. M. ◽  
M. Gadala ◽  
A. Ragab ◽  
Abdalla Ahmed
Keyword(s):  
Image Compression ◽  
Medical Image ◽  
Region Of Interest ◽  
Brain Images ◽  
Medical Image Compression ◽  
Mri Brain ◽  
Mri Brain Images

An Extended Fuzzy C-Means Segmentation for an Efficient BTD With the Region of Interest of SCP

2021 ◽  
Vol 12 (4) ◽  
pp. 11-24
Author(s):  
Subba Reddy K. ◽  
Rajendra Prasad K.
Keyword(s):  
Image Segmentation ◽  
Spatial Information ◽  
Region Of Interest ◽  
Tumor Segmentation ◽  
Brain Images ◽  
Brain Image ◽  
Fuzzy C Means ◽  
Mri Brain ◽  
Irregular Boundaries ◽  
Mri Brain Images

Magnetic resonance imaging (MRI) is the primary source to diagnose a brain tumor or masses in the medical sciences. It is emerging to detect the tumors from the scanned MRI brain images at early stages for the best treatments. Existing image segmentation techniques, morphological, fuzzy c-means are wildly successful in the extraction region of interest (ROI) in brain image segmentation. Proper extraction of ROIs is useful for regularizing the regions of tumors from the brain image with effective binarization in the segmentation. However, the existing techniques are limiting the irregular boundaries or shapes in tumor segmentation. Thus, this paper presents the proposed work extending the FCM with the spatial correlated pixel (RSCP), known as FCM-RSCP. It overcomes the problem of irregular boundaries by assessing correlated spatial information during segmentation. Benchmarked MRI brain images are used in the experiment for demonstrating the efficiency of the proposed methodology.

An improved medical image compression technique with lossless region of interest

Optik ◽  
2015 ◽  
Vol 126 (21) ◽  
pp. 2825-2831 ◽  
Author(s):  
Zhiyong Zuo ◽  
Xia Lan ◽  
Lihua Deng ◽  
Shoukui Yao ◽  
Xiaoping Wang
Keyword(s):  
Image Compression ◽  
Medical Image ◽  
Region Of Interest ◽  
Compression Technique ◽  
Medical Image Compression

scholarly journals A review on region of interest-based hybrid medical image compression algorithms

2020 ◽  
Vol 18 (3) ◽  
pp. 1650
Author(s):  
Suhaila Ab Aziz ◽  
Suriani Mohd Sam ◽  
Norliza Mohamed ◽  
Salwani Mohd Daud ◽  
Siti Zaleha Abdul Rashid ◽  
...  
Keyword(s):  
Image Compression ◽  
Medical Image ◽  
Region Of Interest ◽  
Medical Image Compression ◽  
Compression Algorithms
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