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https://github.com/tkuri/Awesome-Polarization

List of awesome papers on Polarization Imaging
https://github.com/tkuri/Awesome-Polarization
List: Awesome-Polarization
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List of awesome papers on Polarization Imaging
Host: GitHub
URL: https://github.com/tkuri/Awesome-Polarization
Owner: tkuri
Created: 2020-12-01T02:58:29.000Z (about 4 years ago)
Default Branch: main
Last Pushed: 2024-08-09T02:10:05.000Z (4 months ago)
Last Synced: 2024-12-02T06:02:21.728Z (19 days ago)
Topics: awesome-list, awesome-lists, paper, papers, polarization-imaging
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Stars: 109
Watchers: 7
Forks: 15
Open Issues: 2
Metadata Files:
- Readme: README.md
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ultimate-awesome - Awesome-Polarization - List of awesome papers on Polarization Imaging. (Other Lists / Monkey C Lists)
README

        



  
Polarization Imaging


## Table of contents

- [Polarizaiton Imaging (non-DL)](#polarization-imaging-non-dl)

- [Polarizaiton Imaging (DL)](#polarization-imaging-dl)

- [Miscellaneous (non-DL)](#miscellaneous-non-dl)

- [Miscellaneous (DL)](#miscellaneous-dl)

## Polarization Imaging (non-DL)

|Year|Pub|Paper|Application|Repo|

|:---:|:---:|:---:|:---:|:---:|

|2010|SIGGRAPH ASIA|[Circularly Polarized Spherical Illumination Reflectometry](https://ict.usc.edu/pubs/Circularly%20Polarized%20Spherical%20Illumination%20Reflectometry.pdf)|Rendering||

|2011|SIGGRAPH ASIA|[Multiview Face Capture using Polarized Spherical Gradient Illumination](https://ict.usc.edu/pubs/Multiview%20Face%20Capture%20using%20Polarized%20Spherical%20Gradient%20Illumination.pdf)|Rendering / 3D Shape||

|2015|CVPR|[Shape and Light Directions From Shading and Polarization](https://openaccess.thecvf.com/content_cvpr_2015/html/Thanh_Shape_and_Light_2015_CVPR_paper.html)|Rendering / 3D Shape||

|2015|ICCV|[Polarized 3D: Depth Sensing with Polarization Cues](https://web.media.mit.edu/~achoo/polar3D/)|3D Shape|[Code & Dataset](https://web.media.mit.edu/~achoo/polar3D/)|

|2017|CVPR|[Polarimetric Multi-View Stereo](https://zhpcui.github.io/projects/polarstereo/)|3D Shape||

|2017|ICCV|[A Lightweight Single-Camera Polarization Compass With Covariance Estimation](https://openaccess.thecvf.com/content_iccv_2017/html/Sturzl_A_Lightweight_Single-Camera_ICCV_2017_paper.html)|Compass||

|2017|ICCV|[Linear Differential Constraints for Photo-Polarimetric Height Estimation](https://openaccess.thecvf.com/content_iccv_2017/html/Tozza_Linear_Differential_Constraints_ICCV_2017_paper.html)|Rendering / 3D Shape||

|2017|SIGGRAPH ASIA|[Polarization imaging reflectometry in the wild](http://wp.doc.ic.ac.uk/rgi/project/polarization-imaging-reflectometry-in-the-wild/)|Rendering||

|2018|CVPR|[Polarimetric Dense Monocular SLAM](https://openaccess.thecvf.com/content_cvpr_2018/html/Yang_Polarimetric_Dense_Monocular_CVPR_2018_paper.html)|SLAM||

|2018|ECCV|[Polarimetric Three-View Geometry](https://openaccess.thecvf.com/content_ECCV_2018/html/Lixiong_Chen_Polarimetric_Three-View_Geometry_ECCV_2018_paper.html)|Camera Pose Estimation||

|2018|SIGGRAPH ASIA|[Simultaneous Acquisition of Polarimetric SVBRDF and Normals](http://vclab.kaist.ac.kr/siggraphasia2018p2/index.html)|Rendering / 3D Shape||

|2019|CVPR|[Polarimetric Camera Calibration Using an LCD Monitor](https://openaccess.thecvf.com/content_CVPR_2019/html/Wang_Polarimetric_Camera_Calibration_Using_an_LCD_Monitor_CVPR_2019_paper.html)|Calibration||

|2019|CVPR|[Depth from a polarisation + RGB stereo pair](https://openaccess.thecvf.com/content_CVPR_2019/html/Zhu_Depth_From_a_Polarisation__RGB_Stereo_Pair_CVPR_2019_paper.html)|3D Shape|[Code & Dataset](https://github.com/AmosZhu/CVPR2019)|

|2019|ICCV|[Polarimetric Relative Pose Estimation](https://www.microsoft.com/en-us/research/publication/polarimetric-relative-pose-estimation/)|Pose Estimation||

|2020|CVPR|[Polarized Non-Line-of-Sight Imaging](https://openaccess.thecvf.com/content_CVPR_2020/html/Tanaka_Polarized_Non-Line-of-Sight_Imaging_CVPR_2020_paper.html)|NLOS||

|2020|SIGGRAPH|[Image-Based Acquisition and Modeling of Polarimetric Reflectance](http://vclab.kaist.ac.kr/siggraph2020/index.html)|Rendering|[Dataset](http://vclab.kaist.ac.kr/siggraph2020/pbrdfdataset/kaistdataset.html)|

|2020|ECCV|[Full-Time Monocular Road Detection Using Zero-Distribution Prior of Angle of Polarization](https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123700460.pdf)|Road Detection||

|2020|ECCV|[Polarized Optical-Flow Gyroscope](https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/2559_ECCV_2020_paper.php)|Gyroscope||

|2020|ECCV|[Polarimetric Multi-View Inverse Rendering](https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/4522_ECCV_2020_paper.php)|3D Shape||

|2021|CVPR|[Polarimetric Normal Stereo](https://openaccess.thecvf.com/content/CVPR2021/papers/Fukao_Polarimetric_Normal_Stereo_CVPR_2021_paper.pdf)|3D Shape||

|2021|CVPR|[Shape From Sky: Polarimetric Normal Recovery Under the Sky](https://openaccess.thecvf.com/content/CVPR2021/html/Ichikawa_Shape_From_Sky_Polarimetric_Normal_Recovery_Under_the_Sky_CVPR_2021_paper.html)|3D Shape||

|2021|SIGGRAPH ASIA|[Polarimetric Spatio-Temporal Light Transport Probing](https://arxiv.org/abs/2105.11609)|Transient Imaging||

|2022|CVPR|[Degree-of-Linear-Polarization-Based Color Constancy](https://openaccess.thecvf.com/content/CVPR2022/html/Ono_Degree-of-Linear-Polarization-Based_Color_Constancy_CVPR_2022_paper.html)|White Balance|[Code & Dataset](https://github.com/sony/dolp-colorconstancy)|

|2022|ICCP|[PS2F: Polarized Spiral Point Spread Function for Single-Shot 3D Sensing](https://arxiv.org/pdf/2207.00945.pdf)|Microscope||

|2022|SIGGRAPH|[Sparse Ellipsometry: Portable Acquisition of Polarimetric SVBRDF and Shape with Unstructured Flash Photography](https://vclab.kaist.ac.kr/siggraph2022p1/paper-acmtog-main-final.pdf)|Rendering / 3D Shape|[Code](https://github.com/KAIST-VCLAB/SparseEllipsometry)|

|2022|ECCV|[Perspective Phase Angle Model for Polarimetric 3D Reconstruction](https://arxiv.org/abs/2207.09629v2)|3D Shape|[Code](https://github.com/gcchen97/ppa4p3d)|

## Polarization Imaging (DL)

|Year|Pub|Paper|Application|Repo|

|:---:|:---:|:---:|:---:|:---:|

|2019|NeurIPS|[Reflection Separation using a Pair of Unpolarized and Polarized Images](https://papers.nips.cc/paper/2019/file/d47bf0af618a3523a226ed7cada85ce3-Paper.pdf)|Reflection Removal|[Code & Dataset](https://github.com/YouweiLyu/reflection_separation_with_un-polarized_images)|

|2020|CVPR|[Polarized Reflection Removal With Perfect Alignment in the Wild](https://openaccess.thecvf.com/content_CVPR_2020/html/Lei_Polarized_Reflection_Removal_With_Perfect_Alignment_in_the_Wild_CVPR_2020_paper.html)|Reflection Removal|[Code & Dataset](https://github.com/ChenyangLEI/CVPR2020-Polarized-Reflection-Removal-with-Perfect-Alignment)|

|2020|CVPR|[Deep Polarization Cues for Transparent Object Segmentation](https://openaccess.thecvf.com/content_CVPR_2020/html/Kalra_Deep_Polarization_Cues_for_Transparent_Object_Segmentation_CVPR_2020_paper.html)|Transparent Segmentation||

|2020|ECCV|[Accurate Polarimetric BRDF for Real Polarization Scene Rendering](https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/3186_ECCV_2020_paper.php)|Rendering / 3D Shape||

|2020|ECCV|[Deep Shape from Polarization](https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/4676_ECCV_2020_paper.php)|3D Shape|[Dataset](https://visual.ee.ucla.edu/deepsfp.htm)|

|2020|ECCV|[Reflection Separation via Multi-bounce Polarization State Tracing](https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/2055_ECCV_2020_paper.php)|Reflection Separation||

|2020|ECCV|[3D Human Shape Reconstruction from a Polarization Image](https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/2136_ECCV_2020_paper.php)|3D Human Shape|[Code](https://github.com/JimmyZou/PolarHumanPoseShape) / [Dataset](https://jimmyzou.github.io/publication/2020-PHSPDataset)|

|2021|CVPR|[Deep Polarization Imaging for 3D shape and SVBRDF Acquisition](https://arxiv.org/abs/2105.02875v1)|Rendering / 3D Shape|[Code & Dataset](https://wp.doc.ic.ac.uk/rgi/project/deep-polarization-3d-imaging/)|

|2021|ICIP|[Deep Snapshot Hdr Reconstruction Based On The Polarization Camera](https://ieeexplore.ieee.org/document/9506314)|HDR||

|2022|CVPR|[Shape From Polarization for Complex Scenes in the Wild](https://openaccess.thecvf.com/content/CVPR2022/html/Lei_Shape_From_Polarization_for_Complex_Scenes_in_the_Wild_CVPR_2022_paper.html)|3D Shape|[Code & Dataset](https://chenyanglei.github.io/sfpwild/index.html)|

|2022|CVPR|[Glass Segmentation Using Intensity and Spectral Polarization Cues](https://openaccess.thecvf.com/content/CVPR2022/html/Mei_Glass_Segmentation_Using_Intensity_and_Spectral_Polarization_Cues_CVPR_2022_paper.html)|Glass Segmentation|[Code & Dataset](https://mhaiyang.github.io/CVPR2022_PGSNet/)|

|2022|CVPR|[Multimodal Material Segmentation](https://vision.ist.i.kyoto-u.ac.jp/research/mcubes/)|Material Segmentation|[Code & Dataset](https://github.com/kyotovision-public/multimodal-material-segmentation)|

|2022|ICIP|[Two-Step Color-Polarization Demosaicking Network](http://www.ok.sc.e.titech.ac.jp/res/PolarDem/TCPDNet.html)|Demosaicking||

|2022|ECCV|[PANDORA: Polarization-Aided Neural Decomposition Of Radiance](https://akshatdave.github.io/pandora/)|3D Shape|[Code](https://github.com/akshatdave/pandora) / [Dataset](https://drive.google.com/file/d/1FvOi_2wfSUnASHulQdBhHQcQCxOuJ8zz/view)|

|2022|ECCV|[Polarimetric Pose Prediction](https://daoyig.github.io/PPPNet/)|Pose Prediction|[Code](https://github.com/DaoyiG/polarimetric-pose-prediction) / [Dataset](https://www.campar.in.tum.de/public_datasets/2022_eccv_ruhkamp/README.html)|

|2023|WACV|[Simultaneous Acquisition of High Quality RGB Image and Polarization Information using a Sparse Polarization Sensor](https://arxiv.org/abs/2209.13106)|New Sensor Array|[Code & Dataset](https://github.com/sony/polar-densification)|

|2023|CVPR|[Polarized Color Image Denoising](https://openaccess.thecvf.com/content/CVPR2023/html/Li_Polarized_Color_Image_Denoising_CVPR_2023_paper.html)|Denoising|[Code & Dataset](https://github.com/bandasyou/pcdenoise)|

|2023|ICCV|[DPS-Net: Deep Polarimetric Stereo Depth Estimation](https://openaccess.thecvf.com/content/ICCV2023/html/Tian_DPS-Net_Deep_Polarimetric_Stereo_Depth_Estimation_ICCV_2023_paper.html)|3D Shape||

|2023|ICCV|[Transparent Shape from a Single View Polarization Image](https://openaccess.thecvf.com/content/ICCV2023/html/Shao_Transparent_Shape_from_a_Single_View_Polarization_Image_ICCV_2023_paper.html)|3D Shape|[Code & Dataset](https://github.com/shaomq2187/TransSfP)|

|2023|ICCV|[Multi-view Spectral Polarization Propagation for Video Glass Segmentation](https://openaccess.thecvf.com/content/ICCV2023/html/Qiao_Multi-view_Spectral_Polarization_Propagation_for_Video_Glass_Segmentation_ICCV_2023_paper.html)|Transparent Segmentation||

## Miscellaneous (non-DL)

|Year|Pub|Paper|Obj|Repo|

|:---:|:---:|:---:|:---:|:---:|

|2006|IEEE Transactions on Image Processing|[Recovery of surface orientation from diffuse polarization](https://ieeexplore.ieee.org/document/1632218)|3D Shape||

|2009|TPAMI|[Active Polarization Descattering](https://ieeexplore.ieee.org/document/4483798)|Descattering||

|2010|SCCG|[A standardised polarisation visualisation for images](https://dl.acm.org/doi/10.1145/1925059.1925070)|Visualization||

|2012|Optics Express|[Three-dimensional polarimetric computational integral imaging](https://www.osapublishing.org/oe/fulltext.cfm?uri=oe-20-14-15481&id=239071)|Integral Imaging||

|2013|SIGGRAPH|[A Reconfigurable Camera Add-On for High-Dynamic-Range, Multi-Spectral, Polarization, and Light-Field Imaging](https://hal.inria.fr/hal-00835898/document)|Reconfigurable Camera||

|2014|SPIE|[An overview of polarimetric sensing techniques and technology with applications to different research fields](https://www.spiedigitallibrary.org/conference-proceedings-of-spie/9099/90990B/An-overview-of-polarimetric-sensing-techniques-and-technology-with-applications/10.1117/12.2053245.short)|Survey (General)||

|2015|Optics Express|[Polarimetric 3D integral imaging in photon-starved conditions](https://ieeexplore.ieee.org/document/7838378)|Integral Imaging||

|2015|IEDM|[Four-directional pixel-wise polarization CMOS image sensor using air-gap wire grid on 2.5-μm back-illuminated pixels](https://ieeexplore.ieee.org/document/7838378)|Sensor||

|2016|Arxiv|[Shape from Mixed Polarization](https://arxiv.org/abs/1605.02066)|3D Shape||

|2016|SPIE|[Estimation of the degree of polarization in low-light 3D integral imaging](https://www.osapublishing.org/oe/fulltext.cfm?uri=oe-23-5-6408&id=312580)|Integral Imaging||

|2017|International Journal of Computer Vision|[Depth Sensing Using Geometrically Constrained Polarization Normals](https://link.springer.com/article/10.1007/s11263-017-1025-7)|3D Shape||

|2018|The Science of Nature|[Polarisation vision: overcoming challenges of working with a property of light we barely see](https://link.springer.com/article/10.1007/s00114-018-1551-3)|Survey (General)||

|2018|Sensors (Basel)|[Survey of Demosaicking Methods for Polarization Filter Array Images](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263621/)|Demosaicking||

|2018|JOSA|[Denoising imaging polarimetry by adapted BM3D method](https://www.osapublishing.org/josaa/fulltext.cfm?uri=josaa-35-4-690&id=385158)|Denoising||

|2019|Light: Science & Applications|[Nature-inspired chiral metasurfaces for circular polarization detection and full-Stokes polarimetric measurements](https://www.nature.com/articles/s41377-019-0184-4)|Sensor||

|2019|Light: Science & Applications|[Circularly and elliptically polarized light under water and the Umov effect](https://www.nature.com/articles/s41377-019-0143-0)|Theory||

|2019|Journal of Modern Optics|[Polarimetric imaging method for target enhancement in haze based on polarimetric retrieval](https://www.tandfonline.com/doi/abs/10.1080/09500340.2019.1610520?journalCode=tmop20)|Dehazing||

|2019|Optics Letters|[Three-dimensional polarimetric integral imaging under low illumination conditions](https://www.osapublishing.org/ol/abstract.cfm?uri=ol-44-13-3230)|Integral Imaging||

|2019|Bioinspiration & Biomimetics|[Noise creates polarization artefacts](https://iopscience.iop.org/article/10.1088/1748-3190/aa9e22)|Denoising||

|2019|VMV|[Polarization Demosaicking for Monochrome and Color Polarization Focal Plane Arrays](https://diglib.eg.org/handle/10.2312/vmv20191325)|Demosaicking||

|2019|IEEE Sensors Journal|[Polarized Light-Based Cancer Cell Detection Techniques: A Review](https://ieeexplore.ieee.org/document/8744376)|Cancer Cell Detection||

|2020|Arxiv|[Polarization Human Pose and Shape Dataset](https://jimmyzou.github.io/publication/2020-PHSPDataset)|Dataset|[Code](https://github.com/JimmyZou/PolarHumanPoseShape) / [Dataset](https://jimmyzou.github.io/publication/2020-PHSPDataset)|

|2020|Arxiv|[Observation of geometric phase for unpolarized and partially polarized light fields](https://arxiv.org/abs/2007.08114)|Theory||

|2020|TIP|[A New Polarization Image Demosaicking Algorithm by Exploiting Inter-Channel Correlations With Guided Filtering](https://ieeexplore.ieee.org/document/9107421)|Demosaicking||

|2021|Arxiv|[Polarimetric Monocular Dense Mapping Using Relative Deep Depth Prior](https://arxiv.org/abs/2102.05212v1)|3D Shape||

|2021|Arxiv|[Polarization Guided Specular Reflection Separation](https://arxiv.org/abs/2103.11652v1)|Reflection Separation||

|2021|Arxiv|[Polarimetric Spatio-Temporal Light Transport Probing](https://arxiv.org/abs/2105.11609)|Transient Imaging||

|2021|OSA|[Analysis of signal-to-noise ratio of angle of polarization and degree of polarization](https://www.osapublishing.org/osac/fulltext.cfm?uri=osac-4-5-1461&id=450463)|Theory||

|2021|Arxiv|[Next-generation perception system for automated defects detection in composite laminates via polarized computational imaging](https://arxiv.org/abs/2108.10819)|Defects Detection||

|2022|Applied Optics|[Calibration of a polarization image sensor and investigation of influencing factors](https://opg.optica.org/ao/fulltext.cfm?uri=ao-61-6-C37&id=462441)|Calibration||

## Miscellaneous (DL)

|Year|Pub|Paper|Obj|Repo|

|:---:|:---:|:---:|:---:|:---:|

|2019|Monthly Notices of the Royal Astronomical Society|[Eliminating artefacts in polarimetric images using deep learning](https://academic.oup.com/mnras/article-abstract/491/4/5151/5645251?redirectedFrom=fulltext)|Removing Artifact||

|2020|Arxiv|[Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario](https://arxiv.org/abs/2003.08024)|Face Anti-Spoofing||

|2020|Arxiv|[Polarimetric image augmentation](https://arxiv.org/abs/2005.11044)|Augmentation||

|2020|Optics Express|[Learning-based denoising for polarimetric images](https://www.osapublishing.org/oe/fulltext.cfm?uri=oe-28-11-16309&id=431808)|Denoising||

|2020|Arxiv|[Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion](https://arxiv.org/abs/2011.13313)|Segmentation|[Code](https://github.com/Katexiang/EAFNet)|

|2021|Arxiv|[Deep Snapshot HDR Reconstruction Based on the Polarization Camera](https://arxiv.org/abs/2105.05824)|HDR||

|2021|Arxiv|[Human Pose and Shape Estimation from Single Polarization Images](https://arxiv.org/abs/2108.06834)|Pose Estimation||

|2022|CVIU|[Physically-admissible polarimetric data augmentation for road-scene analysis](https://www.sciencedirect.com/science/article/abs/pii/S1077314222000959)|Data Augmentation||

|2023|Arxiv|[Polarimetric Imaging for Perception](https://arxiv.org/abs/2305.14787)|Road Detection||