December 9, 2017
Comments Off on Sub Markov Random Walk for Image Segmentation
Posted in: IEEE 2017, MATLAB
Sub Markov Random Walk for Image Segmentation Abstract A novel sub-Markov random walk (subRW) algorithm with label prior is proposed for seeded imagesegmentation, which can be interpreted as a traditional random walker on a graph with added auxiliary nodes. Under this explanation, we unify the proposed subRW and other popular random walk (RW) algorithms. This unifying view will make it possible for transferring intrinsic findings […]
December 9, 2017
Comments Off on Statistical Modeling of Retinal Optical Coherent Tomography
Posted in: IEEE 2017, MATLAB
Statistical Modeling of Retinal Optical Coherent Tomography Abstract: In this paper, a new model for retinal Optical Coherence Tomography (OCT) images is proposed. This statistical model is based on introducing a nonlinear Gaussianization transform to convert the probability distribution function (pdf) of each OCT intra-retinal layer to a Gaussian distribution. The retina is a layered […]