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20092026
most citedA wake-sleep algorithm for recurrent, spiking neural networks

10 citations · 28 across the 8 of their papers we have counts for

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5 papers · 1 filter

cs.CV2020

Microtubule Tracking in Electron Microscopy Volumes

Nils Eckstein, Julia Buhmann, Matthew Cook +1

We present a method for microtubule tracking in electron microscopy volumes. Our method first identifies a sparse set of voxels that likely belong to microtubules. Similar to prior…

cs.CV2020★ 1 cited

Efficient 2D neuron boundary segmentation with local topological constraints

Thanuja D. Ambegoda, Matthew Cook

We present a method for segmenting neuron membranes in 2D electron microscopy imagery. This segmentation task has been a bottleneck to reconstruction efforts of the brain's synapti…

cs.CV2018

Synaptic partner prediction from point annotations in insect brains

Julia Buhmann, Renate Krause, Rodrigo Ceballos Lentini +4

High-throughput electron microscopy allows recording of lar- ge stacks of neural tissue with sufficient resolution to extract the wiring diagram of the underlying neural network. C…

cs.CV2015★ 1 cited

TED: A Tolerant Edit Distance for Segmentation Evaluation

Jan Funke, Francesc Moreno-Noguer, Albert Cardona +1

In this paper, we present a novel error measure to compare a segmentation against ground truth. This measure, which we call Tolerant Edit Distance (TED), is motivated by two observ…

cs.CV2011★ 5 cited

Multi-Hypothesis CRF-Segmentation of Neural Tissue in Anisotropic EM Volumes

Jan Funke, Björn Andres, Fred Hamprecht +2

We present an approach for the joint segmentation and grouping of similar components in anisotropic 3D image data and use it to segment neural tissue in serial sections electron mi…