Awesome-Image-Matting

Image Matting

2022

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

2015

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

2006

2022

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