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Convolutional Neural Networks vs. Deformable Image Registration For Medical Slice Interpolation
Here, a deformable registration-based method specifically designed for medical applications and a learning-based method, trained for video frame interpolation, are considered.
Robust Principal Component Analysis for Background Estimation of Particle Image Velocimetry Data
Particle Image Velocimetry (PIV) data processing procedures are adversely affected by light reflections and backgrounds as well as defects in the models and sticky particles that occlude the inner walls of the boundaries.
Markov Random Field Model-Based Salt and Pepper Noise Removal
After the formulation of the problem as an inpainting problem, graph cuts with $\alpha$-expansion moves are considered for minimization of the energy functional.
Application of Independent Component Analysis Techniques in Speckle Noise Reduction of Retinal OCT Images
Therefore the need for speckle noise reduction techniques is of high importance.
Sparse And Low Rank Decomposition Based Batch Image Alignment for Speckle Reduction of retinal OCT Images
Optical Coherence Tomography (OCT) is an emerging technique in the field of biomedical imaging, with applications in ophthalmology, dermatology, coronary imaging etc.
Fast Mesh-Based Medical Image Registration
The minimization process was achieved using a mesh based discretization of the distance measure and regularization term which resulted in a sparse system of linear equations, which due to the smaller size in comparison to the pixel-wise registration method, can be solved directly.
State-of-the-Art in Retinal Optical Coherence Tomography Image Analysis
Here, the focus is on applications of OCT in ophthalmology and retinal imaging.
Structure Tensor Based Image Interpolation Method
Using an isotropic Gaussian filter, the structure tensor at each pixel of the input image is computed and the pixels are classified to three distinct classes; uniform region, corners and edges, according to the eigenvalues of the structure tensor.
An Optimization Method For Slice Interpolation Of Medical Images
Slice interpolation is a fast growing field in medical image processing.
