• TVAL3

  • Referenced in 20 articles [sw08575]
  • problems in image reconstruction with total variation regularization. We present numerical results showing that...
  • ODL

  • Referenced in 14 articles [sw22359]
  • reconstruction methods and optimization algorithms for variational regularization, all without sacrificing performance...
  • tvreg

  • Referenced in 21 articles [sw14426]
  • Methods. The tvreg package performs total variation (TV) regularized image denoising, deconvolution, and inpainting. Three...
  • PyNUFFT

  • Referenced in 4 articles [sw21680]
  • conjugate gradient method, ℓ1 total-variation regularized ordinary least square (L1TV-OLS) and ℓ1 total ... variation regularized least absolute deviation (L1TV-LAD). Metaprogramming libraries were employed to accelerate PyNUFFT...
  • TVR-DART

  • Referenced in 4 articles [sw27583]
  • discrete tomography (DT) named total variation regularized discrete algebraic reconstruction technique (TVR-DART) with automated...
  • MVIRT

  • Referenced in 3 articles [sw28253]
  • valued image processing methods, like total variation regularization, the toolbox provides easy access to work...
  • DBT Simulator

  • Referenced in 2 articles [sw19041]
  • algebraic reconstruction technique (ART) and total variation regularized reconstruction techniques (ART+TV) are presented. Reconstruction...
  • tvR

  • Referenced in 1 article [sw35571]
  • package tvR: Total Variation Regularization. Provides tools for denoising noisy signal and images via Total ... Variation Regularization. Reducing the total variation of the given signal is known to remove spurious...
  • NPtool

  • Referenced in 7 articles [sw06855]
  • Leibler divergence, and two regularization functions, Tikhonov and Total Variation, giving the opportunity of solving ... other linear or nonlinear data fit and regularization functions. Some examples...
  • na28

  • Referenced in 16 articles [sw11502]
  • algorithms and related software for total variation (TV) image reconstruction, more specifically: denoising, inpainting ... that, except for the mandatory regularization parameter, the user needs not specify any parameters...
  • libeikonal

  • Referenced in 1 article [sw31746]
  • compute solutions on a regular grid by solving local variational minimization problems. Our methods converge...
  • vbsr

  • Referenced in 0 articles [sw15416]
  • package vbsr: Variational Bayes Spike Regression Regularized Linear Models. Efficient algorithm for solving ultra-sparse ... regularized regression models using a variational Bayes algorithm with a spike (l0) prior. Algorithm...
  • MEDITOMO

  • Referenced in 1 article [sw00568]
  • introduction of the total variation seminorm as the edge-preserving regularization in both algorithms...
  • LOREG

  • Referenced in 2 articles [sw00525]
  • logical regularities by training information. The logical regularity is defined as special predicate (conjunctions ... predicates that define intervals of feature value variations) in multidimensional feature space that is satisfied...
  • DistStat.jl

  • Referenced in 1 article [sw36529]
  • ℓ1-regularized Cox proportional hazards model. Fitting a half-million-variate regression model took less...
  • ANTsR

  • Referenced in 4 articles [sw25746]
  • well as imaging-specific data representations, spatially regularized dimensionality reduction and segmentation tools. See also ... image segmentation and registration along imaging specific variations of principal component and canonical correlation analysis...
  • Salmon

  • Referenced in 4 articles [sw31865]
  • read alignments), and massively-parallel stochastic collapsed variational inference. The result is a versatile tool ... more convenient, you can provide Salmon with regular alignments (e.g. an unsorted BAM file with...
  • libmpdata++

  • Referenced in 5 articles [sw15814]
  • positive-definite advection transport algorithm (MPDATA) on regular structured grid. The library offers basic numerical ... library is equipped with a non-symmetric variational elliptic solver for implicit evaluation of pressure...
  • FlexBox

  • Referenced in 2 articles [sw32094]
  • flexible MATLAB toolbox for finite dimensional convex variational problems in image processing and beyond. Such ... Besides various pre-implemented data-fidelities and regularization-terms, FlexBox is able to handle arbitrary...
  • Albumentations

  • Referenced in 1 article [sw32338]
  • image augmentations have become a common implicit regularization technique to combat overfitting in deep convolutional ... list is typically limited to some variations and combinations of flipping, rotating, scaling, and cropping...