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@comp-imaging-sci

Computational Imaging Science Lab @ UIUC

The Computational Imaging Science Lab led by Prof. Mark Anastasio performs research in computational and theoretical image science and emerging imaging methods.

Popular repositories

  1. pic-recon pic-recon Public

    Code associated with the paper "Prior Image-Constrained Reconstruction using Style-Based Generative Models" accepted to ICML 2021.

    Python 8 2

  2. MVG-CNN MVG-CNN Public

    Codes related to paper "Automated sleep stage classification of wide-field calcium imaging data via multiplex visibility graphs and deep learning"

    Python 7 1

  3. hallucinations-tomo-recon hallucinations-tomo-recon Public

    Codes related to the paper "On hallucinations in tomographic imaging"

    Python 5 4

  4. null-space-projection-operators null-space-projection-operators Public

    Python 5

  5. usct-breast-phantom usct-breast-phantom Public

    Three dimensional acoustic breast phantoms for USCT studies

    Python 4 5

  6. CLS-Mask_R-CNN CLS-Mask_R-CNN Public

    Crown-like Structure Detection and Segmentation in 3D Light-sheet Microscopy Imaging with Mask R-CNN

    Python 2

Repositories

10 results for all repositories written in Python sorted by last updated
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Showing 10 of 10 repositories
  • scms-dgm-evaluation Public

    Code for post-hoc analyses for DGM evaluation based on stochastic context models (SCM). Accompanies the benchmark datasets publicly available on Harvard Dataverse.

    Python 0 0 0 0 Updated Jan 30, 2024
  • ambientflow Public

    Learning invertible generative models from lossy measurements

    Python 1 MIT 0 0 0 Updated Jan 2, 2024
  • mining-tomo-solutions-pulse Public

    Codes related to the paper titled "Mining the manifolds of deep generative models for multiple data-consistent solutions of tomographic imaging problems" by Bhadra et al. (2022)

    Python 0 0 0 0 Updated Jul 21, 2022
  • MVG-CNN Public

    Codes related to paper "Automated sleep stage classification of wide-field calcium imaging data via multiplex visibility graphs and deep learning"

    Python 7 MIT 1 0 0 Updated Mar 3, 2022
  • hallucinations-tomo-recon Public

    Codes related to the paper "On hallucinations in tomographic imaging"

    Python 5 MIT 4 0 0 Updated Jan 20, 2022
  • null-space-projection-operators Public
    Python 5 GPL-3.0 0 0 0 Updated Jan 5, 2022
  • usct-breast-phantom Public

    Three dimensional acoustic breast phantoms for USCT studies

    Python 4 GPL-2.0 5 2 0 Updated Aug 10, 2021
  • CLS-Mask_R-CNN Public

    Crown-like Structure Detection and Segmentation in 3D Light-sheet Microscopy Imaging with Mask R-CNN

    Python 2 0 1 0 Updated Aug 9, 2021
  • pic-recon Public

    Code associated with the paper "Prior Image-Constrained Reconstruction using Style-Based Generative Models" accepted to ICML 2021.

    Python 8 MIT 2 0 0 Updated Jun 14, 2021
  • dataverse-pyclient Public

    A collection of python scripts to interact with large datasets on Dataverse

    Python 1 GPL-3.0 0 0 0 Updated Jun 11, 2021

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