December 9, 2017
Comments Off on Residual De-Convolutional Networks for Brain Electron Microscopy Image Segmentation
Posted in: IEEE 2017, MATLAB
Residual De-Convolutional Networks for Brain Electron Microscopy Image Segmentation Abstract: Accurate reconstruction of anatomical connections between neurons in the brain using electron microscopy (EM) images is considered to be the gold standard for circuit mapping. A key step in obtaining the reconstruction is the ability to automatically segment neurons with a precision close to human-level […]
December 9, 2017
Comments Off on Unsupervised Multi-Class Co-Segmentation via Joint-Cut Over L1 -Manifold Hyper-Graph of Discriminative Image Regions
Posted in: IEEE 2017, MATLAB
Unsupervised Multi-Class Co-Segmentation via Joint-Cut Over L1 -Manifold Hyper-Graph of Discriminative Image Regions Abstract: This paper systematically advocates a robust and efficient unsupervised multi-class co-segmentation approach by leveraging underlying subspace manifold propagation to exploit the cross-image coherency. It can combat certain image co-segmentation difficulties due to viewpoint change, partial occlusion, complex background, transient illumination, and […]