There are 6 repositories under computational-imaging topic.
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
Resources for phase recovery (also called phase imaging, phase retrieval, or phase reconstruction)
DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning
Differentiable optical lens simulator for end-to-end cameras.
(TPAMI 2025) Invertible Diffusion Models for Compressed Sensing [PyTorch]
A curated list of resources on holographic displays.
(TPAMI 2024) Practical Compact Deep Compressed Sensing [PyTorch]
Official Demo Code for "Unlocking the Performance of Proximity Sensors by Utilizing Transient Histograms"
DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sensing task.
(Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sensing task.
Plug-and-play Algorithms for Large-scale Snapshot Compressive Imaging (CVPR 2020, Oral)
A Julia project demonstrating the fast f-k migration algorithm.
Image-to-image regression with uncertainty quantification in PyTorch. Take any dataset and train a model to regress images to images with rigorous, distribution-free uncertainty quantification.
Official implementation of Neural Lithography (SIGGRAPH Asia 2023)
🚀⏱️ Official implementation for "neural space-time model for dynamic multi-shot imaging"
Plug-and-Play Algorithms for Video Snapshot Compressive Imaging (TPAMI 2022)
[CVPR'19] End-to-end Projector Photometric Compensation
Deep Probabilistic Imaging (DPI): Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging
Fourier ptychographic microscope based on a Raspberry Pi. Publication: 10.1038/s41598-019-43845-9
Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution
Repository for ptychography software
Tools for designing x-ray phantoms and experiments.
Demo for single-pixel imaging using Hadamard functions as sensing basis. Matlab/Python implementations
3D reconstructions of mm-scale objects from sequences of phone camera images
A curated list of awesome machine learning resources in the context of digital media and (interactive) computer graphics.