Supervised Texture-Based Classification for 3DEM

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Hall, Alexander; Blanc, Remi; Caplan, Jeffrey; Madesh Muniswamy;
(2019)
  • Publisher: figshare
  • Identifiers: doi: 10.6084/m9.figshare.10043786.v1
  • Subject: 3DEM | Neuroscience | Amira | Supervised Learning | SBFI | Avizo | Myosin | Heart | Mouse | Actin | VolumeScope | Knowledge Representation and Machine Learning | Computer Vision | Artificial Intelligence and Image Processing | Segmentation | SEM | Fibrils
    • : 170203 Knowledge Representation and Machine Learning | 80104 Computer Vision

Dense 3DEM data recovered by Serial Block Face Imaging (SBFI), Serial Section Transmission Electron Microscopy (ssTEM), and Focused Ion Beam Scanning Electron Microscopy (FIB-SEM) present challenging image segmentation needs. Typically a biologist wants to isolate membr... View more
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