Module algorithms 

Reconstruction algorithms and their shared execution contract. Iterative reconstruction algorithms for compiled image-plane models.

Choose a concrete solver such as crate::algorithms::AlternatingProjection, crate::algorithms::AdaptiveAlternatingProjection, crate::algorithms::Fpie, crate::algorithms::Mpie, crate::algorithms::Epry, crate::algorithms::Admm, crate::algorithms::GradientDescent, or crate::algorithms::GlobalGaussNewton. All implement crate::algorithms::ReconstructionAlgorithm and consume a validated crate::reconstruction::ReconstructionProblem; illumination geometry is compiled beforehand into the problem’s crate::model::ImagePlaneModel.

Modules

objective

Optimization objectives used by reconstruction algorithms.

Structs

AdaptiveAlternatingProjection

Noise-robust alternating projection with a pass-adaptive object step.

AdaptiveAlternatingProjectionIterationMetrics

Effective object step used by one adaptive-projection iteration.

Admm

Linearized ADMM reconstruction for Fourier ptychographic microscopy.

AdmmIterationMetrics

ADMM consensus metrics accumulated over every active detector-field mode in one complete iteration.

AlternatingProjection

Alternating-projection reconstruction for Fourier ptychographic microscopy.

Epry

Embedded pupil-recovery reconstruction for Fourier ptychographic microscopy.

Fpie

Regularized ptychographic iterative-engine reconstruction adapted to FPM.

GlobalGaussNewton

Matrix-free damped Gauss–Newton reconstruction of a fixed-pupil FPM object.

GlobalGaussNewtonIterationMetrics

Numerical work reported by one global Gauss–Newton object update.

GradientDescent

Wirtinger-style loss-gradient reconstruction for Fourier ptychography.

GradientDescentIterationMetrics

Truncation statistics emitted by one gradient-descent iteration.

JointIterationMetrics

Scalar metrics emitted after one alternating object/illumination outer iteration.

JointReconstruction

Alternates an existing object or object/pupil algorithm with physical LED calibration.

JointReconstructionResult

Structured joint result with a normal reconstruction and reusable physical illumination.

Mpie

Momentum-accelerated regularized PIE adapted to image-plane FPM.

NoIterationMetrics

Metrics type for algorithms that have no stable algorithm-specific scalar.

StepOutput

Typed output from one algorithm batch.

StepSummary

Universal, algorithm-neutral information produced by one batch step.

Traits

AlgorithmIterationMetrics

Algorithm-owned iteration metrics.

ReconstructionAlgorithm

Contract implemented by iterative image-plane reconstruction solvers.