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Past, present and future role of retinal imaging in neurodegenerative disease
Retinal imaging technology is rapidly advancing and can provide ever-increasing amounts
of information about the structure, function and molecular composition of retinal tissue in …
of information about the structure, function and molecular composition of retinal tissue in …
Three dimensional data-driven multi scale atomic representation of optical coherence tomography
In this paper, we discuss about applications of different methods for decomposing a signal
over elementary waveforms chosen in a family called a dictionary (atomic representations) …
over elementary waveforms chosen in a family called a dictionary (atomic representations) …
Effective speckle noise suppression in optical coherence tomography images using nonlocal means denoising filter with double Gaussian anisotropic kernels
Non-local means (NLM) filter is one of the state-of-the-art denoising filters. It exploits the
presence of similar features in an image and averages those similar features to remove …
presence of similar features in an image and averages those similar features to remove …
Classification of medical image modeling methods: A review
Image modeling can be concerned as a basic core of many medical image
analysis/processing systems. Indeed, proposed model for a medical image defines the …
analysis/processing systems. Indeed, proposed model for a medical image defines the …
A model for simulating speckle-pattern evolution based on close to reality procedures used in spectral-domain OCT
A robust model for simulating speckle-pattern evolution in optical coherence tomography
(OCT) depending on the OCT system parameters and tissue deformation is reported. The …
(OCT) depending on the OCT system parameters and tissue deformation is reported. The …
Speckle noise reduction for optical coherence tomography images via non-local weighted group low-rank representation
In this work, a non-local weighted group low-rank representation (WGLRR) model is
proposed for speckle noise reduction in optical coherence tomography (OCT) images. It is …
proposed for speckle noise reduction in optical coherence tomography (OCT) images. It is …
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. Due to the …
imaging, with applications in ophthalmology, dermatology, coronary imaging etc. Due to the …
Speckle noise reduction in optical coherence tomography using two-dimensional curvelet-based dictionary learning
The process of interpretation of high-speed optical coherence tomography (OCT) images is
restricted due to the large speckle noise. To address this problem, this paper proposes a …
restricted due to the large speckle noise. To address this problem, this paper proposes a …
Optical coherence tomography image denoising using Gaussianization transform
We demonstrate the power of the Gaussianization transform (GT) for modeling image
content by applying GT for optical coherence tomography (OCT) denoising. The proposed …
content by applying GT for optical coherence tomography (OCT) denoising. The proposed …
Image recovery for electrical capacitance tomography based on low-rank decomposition
Images reconstructed by an existing image reconstruction algorithm for electrical
capacitance tomography (ECT) are usually blurred or corrupted due to data noise. To …
capacitance tomography (ECT) are usually blurred or corrupted due to data noise. To …