• Image Matting
• Video Matting
• Datasets
• Websites
• Toolkits
• Resources

2022

• Human Instance Matting via Mutual Guidance and Multi-Instance Refinement [CVPR] paper
• Hierarchical and Progressive Image Matting [TOMM] paper
• Referring Image Matting [arXiv] paper
• Unified Interactive Image Matting [arXiv] paper
• Situational Perception Guided Image Matting [arXiv] paper
• PP-Matting: High-Accuracy Natural Image Matting [arXiv] paper 👍 👍
• Improving Deep Image Matting Via Local Smoothness Assumption [ICME] paper
• Rethinking Portrait Matting with Privacy Preserving [arXiv] paper
• MatteFormer: Transformer-Based Image Matting via Prior-Tokens [CVPR] paper
• Boosting Robustness of Image Matting with Context Assembling and Strong Data Augmentation [CVPR] paper

2021

• Bridging Composite and Real: Towards End-to-end Deep Image Matting [IJCV] paper 👍
• Long-Range Feature Propagating for Natural Image Matting [ACMMM] paper
• Highly Efficient Natural Image Matting [BMVC] paper
• Deep Image Matting with Flexible Guidance Input [BMVC] paper
• Privacy-Preserving Portrait Matting [ACMMM] paper
• Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction [ICCV] paper
• Tripartite Information Mining and Integration for Image Matting [ICCV] paper
• Cascade Image Matting with Deformable Graph Refinement [ICCV] paper
• Deep Automatic Natural Image Matting [IJCAI] paper
• Real-Time High-Resolution Background Matting [CVPR] paper 👍 👍 👍
• Semantic Image Matting [CVPR] paper
• Mask Guided Matting via Progressive Refinement Network [CVPR] paper
• Improved Image Matting via Real-time User Clicks and Uncertainty Estimation [CVPR] paper
• Salient Image Matting [CVPR] paper
• Learning Affinity-Aware Upsampling for Deep Image Matting [CVPR] paper
• High-Resolution Deep Image Matting [AAAI] paper
• Towards Enhancing Fine-grained Details for Image Matting [WACV] paper
• Multi-scale Information Assembly for Image Matting [arXiv] paper
• Semantic-guided Automatic Natural Image Matting with Trimap Generation Network and Light-weight Non-local Attention [arXiv] paper
• Alpha Matte Generation from Single Input for Portrait Matting [arXiv] paper

2020

• Background Matting: The World Is Your Green Screen [CVPR] paper 👍 👍 👍
• Attention-Guided Hierarchical Structure Aggregation for Image Matting [CVPR] paper
• Boosting Semantic Human Matting With Coarse Annotations [CVPR] paper
• Natural Image Matting via Guided Contextual Attention. [AAAI] paper
• Towards Light-Weight Portrait Matting via Parameter Sharing [EuroGraphics] paper
• Hierarchical Opacity Propagation for Image Matting [arXiv] paper
• MODNet: Is a Green Screen Really Necessary for Real-Time Portrait Matting? [arXiv] paper 👍 👍
• End-to-end Animal Image Matting [arXiv] paper
• F, B, Alpha Matting [arXiv] paper
• AlphaNet: An Attention Guided Deep Network for Automatic Image Matting [arXiv] paper

2019

• Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation [ICCV] paper
• Indices Matter: Learning to Index for Deep Image Matting. [ICCV] paper
• Disentangled Image Matting [ICCV] paper
• A Late Fusion CNN for Digital Matting [CVPR] paper
• Learning-Based Sampling for Natural Image Matting [CVPR] paper
• Learning Transparent Object Matting [IJCV] paper

2018

• TOM-Net: Learning Transparent Object Matting from a Single Image [CVPR] paper dataset
• AlphaGAN: Generative Adversarial Networks for Natural Image Matting [BMVC] paper
• Semantic Human Matting [MM] paper
• Deep Propagation Based Image Matting [IJCAI] paper

2017

• DIM: Deep Image Matting [CVPR] paper 👍
• Designing Effective Inter-Pixel Information Flow for Natural Image Matting [CVPR] paper extended paper
• Fast Deep Matting for Portrait Animation on Mobile Phone [ACMMM] paper

2016

• Natural Image Matting Using Deep CNN [ECCV] paper
• Deep Automatic Portrait Matting [ECCV] paper

2015

• Image Matting With KL-Divergence Based Sparse Sampling [ICCV] paper

2014

2013

• Image Matting with Local and Nonlocal Smooth Priors [CVPR] paper
• Improving Image Matting Using Comprehensive Sampling Sets [CVPR] paper
• A Learning-Based Approach to Reduce JPEG Artifacts in Image Matting [ICCV] paper

2009

• A Perceptually Motivated Online Benchmark for Image Matting [CVPR] paper

2006

• A Closed Form Solution to Natural Image Matting [CVPR] paper

2022

• Robust High-Resolution Video Matting with Temporal Guidance [WACV] paper 👍 👍 👍

2021

• MODNet-V: Improving Portrait Video Matting via Background Restoration [arXiv] paper
• Video Matting via Consistency-Regularized Graph Neural Networks [ICCV] paper
• Deep Video Matting via Spatio-Temporal Alignment and Aggregation [CVPR] paper
• Attention-guided Temporal Coherent Video Object Matting [ACMMM] paper

2015

• Video Matting via Sparse and Low-Rank Representation ICCV

2021

• ATM: Attentional Text Matting [WACV] paper

• Composition-1K
• Distinctions-646
• VideoMatte240K
• PhotoMatte-85
• DVM
• RealWorldPortrait-636

• https://www.remove.bg/ 👍 👍
• https://www.cutout.pro/ 👍 👍
• https://www.pixmiller.com/
• https://www.unscreen.com/
• http://www.aisegment.cn/matting.html
• https://ai.baidu.com/tech/body/seg
• https://open.versa-ai.com/demo/human-segmentation

• https://github.com/PaddlePaddle/PaddleSeg 👍 👍
• https://github.com/pymatting/pymatting
• https://github.com/open-mmlab/mmediting

• https://github.com/pkang2017/image-matting
• https://github.com/wchstrife/Awesome-Image-Matting