computational-imaging 开源项目推荐（178 个）

AIM-Harvard /pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

kqwang /phase-recovery

Resources for phase recovery (also called phase imaging, phase retrieval, or phase reconstruction)

deepinv /deepinv

DeepInverse：一个使用深度学习求解成像逆问题的 PyTorch 库

vccimaging /DeepLens

Differentiable optical lens simulator for end-to-end computational imaging.

mrirecon /bart

BART: Toolbox for Computational Magnetic Resonance Imaging

kaanaksit /odak

Scientific computing library for optics, computer graphics and visual perception.

Guaishou74851 /IDM

（TPAMI 2025）用于压缩感知的可逆扩散模型 [PyTorch]

lanl /scico

Scientific Computational Imaging COde

shwbaek /pado

Pado: Pytorch Automatic Differentiable Optics

bchao1 /awesome-holography

A curated list of resources on holographic displays.

pyxu-org /pyxu

Modular and scalable computational imaging in Python with GPU/out-of-core computing.

DeanHazineh /DFlat

DFlat是平面光学器件的正向和反向设计框架。尽管它专门用于元表面光学器件的设计，但它可用于任何端到端成像和传感任务。

Guaishou74851 /PCNet

(TPAMI 2024) Practical Compact Deep Compressed Sensing [PyTorch]

liuyang12 /DeSCI

Rank Minimization for Snapshot Compressive Imaging (TPAMI'19)

uwgraphics /ProximityPlanarRecovery

Official Demo Code for "Unlocking the Performance of Proximity Sensors by Utilizing Transient Histograms"

chiahao3 /ptyrad

PtyRAD: Ptychographic Reconstruction with Automatic Differentiation

DeanHazineh /DFlat-tensorflow

（张量流版本）D-Flat是一种平面光学的正向和反向设计框架。虽然专为超表面光学设计而设计，但它可用于任何端到端成像和传感任务。

liuyang12 /PnP-SCI

Plug-and-play Algorithms for Large-scale Snapshot Compressive Imaging (CVPR 2020, Oral)

mq0829 /DL-CACTI

Deep Learning for Video Compressive Sensing

analytech-solutions /fkMigration.jl

A Julia project demonstrating the fast f-k migration algorithm.