Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.

A group for computer scientists and physicists with aspirations of becoming quantum scientists. Quantum computing, jobs, books and graduate school are amongst the topics covered.

Polarization image analysis tool. Demosaicing, Stokes vector, Mueller matrix.

A collection of polarization-based models in computer vision, including shape from polarization, polarization-based reflection removal.

List of awesome papers on Polarization Imaging

Proton Exchange Membrane (PEM) Fuel Cell Dataset

[CVPR2020] Polarized Reflection Removal with Perfect Alignment in the Wild

Monte Carlo and Molecular Dynamics Simulation Package

Implementation of Neuron-level Structured Pruning using Polarization Regularizer

[CVPR2022] Shape from Polarization for Complex Scenes in the Wild

Official Pytorch implementation of PANDORA: Polarization-Aided Neural Decomposition of Radiance

Code for the paper "Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings"

Data and code accompanying the Nature paper "Quantifying social organization and political polarization in online platforms"

[CVPR 2025] Official Implementation of "PolarFree: Polarization-based Reflection-Free Imaging"

Analysis of Polarization and Frequency Selective Surfaces

Poke (pronounced poh-keh) is a Polarization Ray Tracing and Gaussian Beamlet module for Python

XLuminA, a highly-efficient, auto-differentiating discovery framework for super-resolution microscopy.

Traditional U.S. electoral maps not only illustrate polarization, they can exacerbate it. No state is strictly red or blue, they are all shades of purple.

This page is meant to provide current research updates on Polarization and Echo-chambers on Social Media. Unlike other survey pages, this site will focus on reproducible research along with code snippets.

3D Monte Carlo radiative transfer code

pySCATMECH is a Python interface to SCATMECH: Polarized Light Scattering C++ Class Library

Repository for paper "Transparent Shape from Single Polarization Images"

Python modules for polarization changes using Jones or Mueller calculus

NeurIPS 2021 paper: Learning to Dehaze with Polarization

The code for Polarization Human Pose and Shape Dataset.

Wave optical models and inverse algorithms for label-agnostic imaging of density & orientation.

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Training for multi-modal image fusion with PyTorch.

Polarization demosaicking: monochrome and color polarization image Demosaicking.

Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact full-Stokes polarization camera", Science aax1839 (2019).