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Your search keyword '"Nathan G Clack"' showing total 2 results
Start Over Author "Nathan G Clack" Journal neuroinformatics
2 results on '"Nathan G Clack"'

2. Automated Reconstruction of Neuronal Morphology Based on Local Geometrical and Global Structural Models

Author

Hanchuan Peng, Jun Xie, Ting Zhao, Fuhui Long, Nathan G. Clack, Parvez Ahammad, Eugene W. Myers, and Fernando Amat

Subjects
Digital reconstruction, Computer science, Software Validation, Neuroscience(all), Models, Neurological, ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION, 3d microscopy, Image properties, Tube models, Software, Imaging, Three-Dimensional, Software Design, Image Processing, Computer-Assisted, Animals, Humans, Computer vision, Computer Simulation, Neuron tracing, DIADEM, Structure (mathematical logic), Neurons, Tree structure reconstruction, business.industry, General Neuroscience, Pattern recognition, 3D microscopy, Software design, Original Article, Artificial intelligence, business, Algorithms, Information Systems
Abstract

Digital reconstruction of neurons from microscope images is an important and challenging problem in neuroscience. In this paper, we propose a model-based method to tackle this problem. We first formulate a model structure, then develop an algorithm for computing it by carefully taking into account morphological characteristics of neurons, as well as the image properties under typical imaging protocols. The method has been tested on the data sets used in the DIADEM competition and produced promising results for four out of the five data sets.

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