Index

_

__init__() (lensless.ADMM method) (lensless.CodedApertureReconstruction method) (lensless.FISTA method) (lensless.GradientDescent method) (lensless.hardware.fabrication.Mask3DModel method) (lensless.hardware.fabrication.MultiLensMold method) (lensless.hardware.mask.CodedAperture method) (lensless.hardware.mask.FresnelZoneAperture method) (lensless.hardware.mask.Mask method) (lensless.hardware.mask.PhaseContour method) (lensless.hardware.sensor.VirtualSensor method) (lensless.hardware.trainable_mask.TrainableMask method) (lensless.hardware.trainable_mask.TrainablePSF method) (lensless.MultiWiener method) (lensless.NesterovGradientDescent method) (lensless.recon.apgd.APGD method) (lensless.recon.utils.Trainer method) (lensless.ReconstructionAlgorithm method) (lensless.TrainableInversion method) (lensless.TrainableReconstructionAlgorithm method) (lensless.UnrolledADMM method) (lensless.UnrolledFISTA method) (lensless.utils.dataset.DiffuserCamTestDataset method) (lensless.utils.dataset.DualDataset method) (lensless.utils.dataset.HFDataset method) (lensless.utils.dataset.MeasuredDataset method) (lensless.utils.dataset.MeasuredDatasetSimulatedOriginal method) (lensless.utils.dataset.SimulatedDatasetTrainableMask method) (lensless.utils.dataset.SimulatedFarFieldDataset method) (lensless.utils.simulation.FarFieldSimulator method)

__len__() (lensless.utils.dataset.DualDataset method) _form_image() (lensless.ReconstructionAlgorithm method) _get_images_pair() (lensless.utils.dataset.DualDataset method) _update() (lensless.ReconstructionAlgorithm method)

A

ADMM (class in lensless) APGD (class in lensless.recon.apgd) apply() (lensless.CodedApertureReconstruction method) (lensless.ReconstructionAlgorithm method) (lensless.TrainableReconstructionAlgorithm method)

apply_denoiser() (in module lensless.recon.utils) autocorr2d() (in module lensless.utils.image)

B

bayer2rgb() (in module lensless.utils.image)

benchmark() (in module lensless.eval.benchmark)

C

capture() (lensless.hardware.sensor.VirtualSensor method) CodedAperture (class in lensless.hardware.mask) CodedApertureReconstruction (class in lensless) compare_models() (in module lensless.utils.plot) compute_psf() (lensless.hardware.mask.Mask method)

create_mask() (lensless.hardware.mask.CodedAperture method) (lensless.hardware.mask.FresnelZoneAperture method) (lensless.hardware.mask.Mask method) (lensless.hardware.mask.PhaseContour method) create_process_network() (in module lensless.recon.utils)

D

DiffuserCamTestDataset (class in lensless.utils.dataset)

downsample() (lensless.hardware.sensor.VirtualSensor method) DualDataset (class in lensless.utils.dataset)

E

evaluate() (lensless.recon.utils.Trainer method)

extract() (in module lensless.eval.metric) extract_roi() (lensless.utils.dataset.HFDataset method)

F

FarFieldSimulator (class in lensless.utils.simulation) finite_diff() (in module lensless.recon.admm) finite_diff_adj() (in module lensless.recon.admm) finite_diff_gram() (in module lensless.recon.admm) FISTA (class in lensless) forward() (lensless.MultiWiener method) (lensless.TrainableInversion method) (lensless.TrainableReconstructionAlgorithm method) (lensless.UnrolledADMM method) (lensless.UnrolledFISTA method)

FresnelZoneAperture (class in lensless.hardware.mask) from_mask() (lensless.hardware.fabrication.Mask3DModel class method) (lensless.hardware.fabrication.MultiLensMold class method) from_name() (lensless.hardware.sensor.VirtualSensor class method) from_sensor() (lensless.hardware.mask.Mask class method)

G

gamma_correction() (in module lensless.utils.image) generate_3d_model() (lensless.hardware.fabrication.Mask3DModel method) generate_mura() (lensless.hardware.mask.CodedAperture method) get_conv_matrices() (lensless.hardware.mask.CodedAperture method) get_ctypes() (in module lensless.utils.io)

get_drunet_function() (in module lensless.recon.utils) get_dtype() (in module lensless.utils.io) get_image_estimate() (lensless.ReconstructionAlgorithm method) get_psf() (lensless.hardware.trainable_mask.TrainableMask method) (lensless.hardware.trainable_mask.TrainablePSF method) GradientDescent (class in lensless)

H

height_map_to_field() (lensless.hardware.mask.Mask method)

HFDataset (class in lensless.utils.dataset)

I

is_prime() (lensless.hardware.mask.CodedAperture method)

L

lensless.eval.benchmark module lensless.eval.metric module lensless.hardware.fabrication module lensless.hardware.mask module lensless.hardware.sensor module lensless.recon.recon module

lensless.utils.dataset module lensless.utils.io module lensless.utils.plot module load_data() (in module lensless.utils.io) load_drunet() (in module lensless.recon.utils) load_image() (in module lensless.utils.io) load_psf() (in module lensless.utils.io) lpips() (in module lensless.eval.metric)

M

Mask (class in lensless.hardware.mask) Mask3DModel (class in lensless.hardware.fabrication) mask_to_points() (lensless.hardware.fabrication.Mask3DModel static method) measure_gradient() (in module lensless.recon.utils) MeasuredDataset (class in lensless.utils.dataset) MeasuredDatasetSimulatedOriginal (class in lensless.utils.dataset) module lensless.eval.benchmark lensless.eval.metric lensless.hardware.fabrication lensless.hardware.mask lensless.hardware.sensor lensless.recon.recon lensless.utils.dataset lensless.utils.io lensless.utils.plot

mse() (in module lensless.eval.metric) MultiLensMold (class in lensless.hardware.fabrication) MultiWiener (class in lensless)

N

NesterovGradientDescent (class in lensless)

non_neg() (in module lensless.recon.gd)

O

on_epoch_end() (lensless.recon.utils.Trainer method)

P

PhaseContour (class in lensless.hardware.mask) pixel_histogram() (in module lensless.utils.plot) plot() (lensless.hardware.mask.Mask method) plot_autocorr2d() (in module lensless.utils.plot) plot_autocorr_rgb() (in module lensless.utils.plot) plot_cross_section() (in module lensless.utils.plot)

plot_image() (in module lensless.utils.plot) print_image_info() (in module lensless.utils.image) project() (lensless.hardware.trainable_mask.TrainableMask method) (lensless.hardware.trainable_mask.TrainablePSF method) propagate_image() (lensless.utils.simulation.FarFieldSimulator method) psnr() (in module lensless.eval.metric)

R

reconstruction_error() (lensless.ReconstructionAlgorithm method) ReconstructionAlgorithm (class in lensless) reset() (lensless.ReconstructionAlgorithm method) (lensless.TrainableReconstructionAlgorithm method)

resize() (in module lensless.utils.image) rgb2gray() (in module lensless.utils.image)

S

save() (lensless.hardware.fabrication.Mask3DModel method) save_image() (in module lensless.utils.io) SensorOptions (class in lensless.hardware.sensor) set_data() (lensless.ReconstructionAlgorithm method) (lensless.TrainableReconstructionAlgorithm method) set_image_estimate() (lensless.ReconstructionAlgorithm method)

set_point_spread_function() (lensless.utils.simulation.FarFieldSimulator method) set_psf() (lensless.utils.dataset.SimulatedDatasetTrainableMask method) simulate() (lensless.hardware.mask.CodedAperture method) SimulatedDatasetTrainableMask (class in lensless.utils.dataset) SimulatedFarFieldDataset (class in lensless.utils.dataset) soft_thresh() (in module lensless.recon.admm) ssim() (in module lensless.eval.metric)

T

train() (lensless.recon.utils.Trainer method) train_epoch() (lensless.recon.utils.Trainer method) TrainableInversion (class in lensless)

TrainableMask (class in lensless.hardware.trainable_mask) TrainablePSF (class in lensless.hardware.trainable_mask) TrainableReconstructionAlgorithm (class in lensless) Trainer (class in lensless.recon.utils)

U

UnrolledADMM (class in lensless)

UnrolledFISTA (class in lensless) update_mask() (lensless.hardware.trainable_mask.TrainableMask method)

V

VirtualSensor (class in lensless.hardware.sensor)