Medical image rigid registration using a novel binary feature descriptor and modified affine transform.
IET Image Processing(2018)
摘要
Robust and reliable features with noise immunity, rotation-invariance, and low-dimensionality are the challenging aspects of pattern recognition. In this study, the authors presented a novel low-dimensional binary feature descriptor local diagonal Laplacian pattern (LDLP) for medical image registration. LDLP method is developed by defining the local relationship between a centre pixel and its diag...
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关键词
affine transforms,biomedical MRI,biomedical ultrasonics,computational complexity,computerised tomography,feature extraction,image coding,image denoising,image registration,image texture,Laplace transforms,medical image processing,ultrasonic imaging
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