Polar Matte: Fully Computational Ground-Truth-Quality Alpha Matte Extraction for Images and Video using Polarized Screen Matting
Kenji Enomoto, T. J. Rhodes, Brian L. Price, Gavin Miller
Abstract
Input images of target scene Extracted ground-truth alpha matte Target scene composited onto a new background Capture setup polarized screen polarization camera unpolarized light polarized light Figure 1. PolarMatte extraction method. A modern polarization camera with a color polarization filter array (CPFA) is used to capture four polarization states of a target scene and polarized background separately as input images. Our method extracts the alpha matte and foreground color which can be composited onto an arbitrary background. The highlighted regions show fine-details, glasses, and motion blur. We can computationally extract alpha mattes for dynamic scenes containing various materials without manual corrections.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 59009edb-a16c-46c8-b469-6e30ed1241c8Cited by top-tier papers2
- PolarAnything: Diffusion-based Polarimetric Image SynthesisKailong Zhang, Youwei Lyu, Heng Guo, Si Li et al.ICCV 2025 · 3 citations
- Polarized Color Screen MattingKenji Enomoto, Scott Cohen, Brian L. Price, T. J. RhodesCVPR 2025
Builds on10
- Indices Matter: Learning to Index for Deep Image MattingHao Lu, Yutong Dai, Chunhua Shen, Songcen XuICCV 2019 · 206 citations
- Disentangled Image MattingShaofan Cai, Xiaoshuai Zhang, Haoqiang Fan, Haibin Huang et al.ICCV 2019 · 127 citations
- Attention-guided Temporally Coherent Video Object MattingYunke Zhang, Chi Wang, Miaomiao Cui, Peiran Ren et al.ACM MM 2021 · 31 citations
- Video Matting via Consistency-Regularized Graph Neural NetworksTiantian Wang, Sifei Liu, Yapeng Tian, Kai Li et al.ICCV 2021 · 31 citations
- Boosting Robustness of Image Matting with Context Assembling and Strong Data AugmentationYutong Dai, Brian L. Price, He Zhang, Chunhua ShenCVPR 2022 · 24 citations
Related papers
- PIDSR: Complementary Polarized Image Demosaicing and Super-ResolutionShuangfan Zhou, Chu Zhou, Youwei Lyu, Heng Guo et al.CVPR 2025
- Polarization Uncertainty-Guided Diffusion Model for Color Polarization Image DemosaickingChenggong Li, Yidong Luo, Junchao Zhang, Degui YangAAAI 2026
- Composite Photograph Harmonization with Complete Background CuesYazhou Xing, Yu Li, Xintao Wang, Ye Zhu et al.ACM MM 2022 · 17 citations
- Deep Polarization Cues for Transparent Object SegmentationAgastya Kalra, Vage Taamazyan, Supreeth Krishna Rao, Kartik Venkataraman et al.CVPR 2020
- High-Res Facial Appearance Capture from Polarized Smartphone ImagesDejan Azinovic, Olivier Maury, Christophe Hery, Matthias Nießner et al.CVPR 2023
