Segmentation of MRI brain images using statistical approaches
The segmentation of brain MRI images is a challenging and complex task, due to noise and inhomogeneity. The Gaussian Mixture Model (GMM) is a clustering algorithm that is commonly used for brain MRI segmentation. Usually, the Markov Random Field (MRF) model is used to capture neighbourhood informat...
| मुख्य लेखक: | Balafar, Mohammad Ali |
|---|---|
| स्वरूप: | थीसिस |
| भाषा: | अंग्रेज़ी |
| प्रकाशित: |
2011
|
| विषय: | |
| ऑनलाइन पहुंच: | http://psasir.upm.edu.my/id/eprint/42124/1/FK%202011%2027R.pdf |
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समान संसाधन
-
Segmentation of Magnetic Resonance Brain Images Using Watershed Algorithm
द्वारा: Abdurrahim, Salem Hamed
प्रकाशित: (2004) -
Tumor Extraction for Brain Magnetic Resonance Imaging Using Modified Gaussian Distribution
द्वारा: Salih Al-Badri, Qussay Abbas
प्रकाशित: (2006) -
Prediction of Alzheimer disease using improved MMSE ensemble regressor based on magnetic resonance images
द्वारा: Farzan, Ali
प्रकाशित: (2015) -
EEG-and MRI-based epilepsy source localization using multivariate empirical mode decomposition and inverse solution method
द्वारा: Khosropanah, Pegah
प्रकाशित: (2018) -
Exploring neuronal activation in response to reward through fMRI correlated with simultaneous EEG among male undergraduates having problematic smartphone usage
द्वारा: Hamed, Sharifat
प्रकाशित: (2020)