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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.

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  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

Showing 10 of 15 repositories
  • attention-based-bilstm-sleep-scoring Public

    Codes related to the paper "Attention-Based CNN-BiLSTM for Sleep States Classification of Spatiotemporal Wide-Field Calcium Imaging Data"

    comp-imaging-sci/attention-based-bilstm-sleep-scoring’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Jun 5, 2024
  • 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.

    comp-imaging-sci/scms-dgm-evaluation’s past year of commit activity
    Python 0 0 0 0 Updated Jan 30, 2024
  • lanet-bus Public
    comp-imaging-sci/lanet-bus’s past year of commit activity
    1 MIT 0 2 0 Updated Jan 18, 2024
  • ambientflow Public

    Learning invertible generative models from lossy measurements

    comp-imaging-sci/ambientflow’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Jan 2, 2024
  • breast-phantom-oat Public Forked from DIDSR/breastPhantom

    BreastPhantom: modified branch for OAT virtual imaging studies

    comp-imaging-sci/breast-phantom-oat’s past year of commit activity
    C++ 0 CC0-1.0 9 0 0 Updated Jun 26, 2023
  • soa-nbp Public
    comp-imaging-sci/soa-nbp’s past year of commit activity
    1 GPL-3.0 1 0 0 Updated May 31, 2023
  • 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)

    comp-imaging-sci/mining-tomo-solutions-pulse’s past year of commit activity
    Python 0 0 0 0 Updated Jul 21, 2022
  • optical-fluence-normalization_3d-functional-oat_breast Public

    Codes related to the paper "Normalization of optical fluence distribution for three-dimensional functional optoacoustic tomography of the breast"

    comp-imaging-sci/optical-fluence-normalization_3d-functional-oat_breast’s past year of commit activity
    MATLAB 2 GPL-3.0 0 0 0 Updated May 10, 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"

    comp-imaging-sci/MVG-CNN’s past year of commit activity
    Python 7 MIT 1 0 0 Updated Mar 3, 2022
  • hallucinations-tomo-recon Public

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

    comp-imaging-sci/hallucinations-tomo-recon’s past year of commit activity
    Python 5 MIT 4 0 0 Updated Jan 20, 2022
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