Machines that learn to segment images: a crucial technology for connectomics
Connections between neurons can be found by checking whether synapses exist at points
of contact, which in turn are determined by neural shapes. Finding these shapes is a special …
of contact, which in turn are determined by neural shapes. Finding these shapes is a special …
[图书][B] Geometric partial differential equations and image analysis
G Sapiro - 2006 - books.google.com
This book provides an introduction to the use of geometric partial differential equations in
image processing and computer vision. This research area brings a number of new …
image processing and computer vision. This research area brings a number of new …
[图书][B] Handbook of numerical analysis
PG Ciarlet, JL Lions - 2002 - books.google.com
Page 1 HANDBOOK of NUMERICAL ANALYSIS PG CIARLET and JL LIONS • Editors Volume
VIII Solution of Equations in R" (Part 4) Techniques of Scientific Computing (Part 4) Numerical …
VIII Solution of Equations in R" (Part 4) Techniques of Scientific Computing (Part 4) Numerical …
Neuronal tracing for connectomic studies
J Lu - Neuroinformatics, 2011 - Springer
Reconstruction of the complete wiring diagram, or connectome, of a neural circuit provides
an alternative approach to conventional circuit analysis. One major obstacle of …
an alternative approach to conventional circuit analysis. One major obstacle of …
Morphing active contours
A method for deforming curves in a given image to a desired position in a second image is
introduced. The algorithm is based on deforming the first image toward the second one via a …
introduced. The algorithm is based on deforming the first image toward the second one via a …
Segmenting skin lesions with partial-differential-equations-based image processing algorithms
A partial-differential equations (PDE)-based system for detecting the boundary of skin
lesions in digital clinical skin images is presented. The image is first preprocessed via …
lesions in digital clinical skin images is presented. The image is first preprocessed via …
Detection of neuron membranes in electron microscopy images using a serial neural network architecture
Study of nervous systems via the connectome, the map of connectivities of all neurons in that
system, is a challenging problem in neuroscience. Towards this goal, neurobiologists are …
system, is a challenging problem in neuroscience. Towards this goal, neurobiologists are …
Axon tracking in serial block-face scanning electron microscopy
Electron microscopy is an important modality for the analysis of neuronal structures in
neurobiology. We address the problem of tracking axons across large distances in volumes …
neurobiology. We address the problem of tracking axons across large distances in volumes …
Morphological segmentation of histology cell images
Two algorithms for segmentation of cell images are proposed. They have a unique part that
contains computation of morphological gradient to extract object borders and thinning the …
contains computation of morphological gradient to extract object borders and thinning the …
Automation of 3D reconstruction of neural tissue from large volume of conventional serial section transmission electron micrographs
Y Mishchenko - Journal of neuroscience methods, 2009 - Elsevier
We describe an approach for automation of the process of reconstruction of neural tissue
from serial section transmission electron micrographs. Such reconstructions require 3D …
from serial section transmission electron micrographs. Such reconstructions require 3D …