jackweiwang / awesome-image-matting

A collection of AWESOME things about image matting.

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Awesome-Image-Matting

Image Matting

2021

  • Bridging Composite and Real: Towards End-to-end Deep Image Matting [IJCV] paper GitHub stars πŸ‘
  • Long-Range Feature Propagating for Natural Image Matting [ACMMM] paper GitHub stars
  • Highly Efficient Natural Image Matting [BMVC] paper
  • Deep Image Matting with Flexible Guidance Input [BMVC] paper GitHub stars
  • Privacy-Preserving Portrait Matting [ACMMM] paper GitHub stars
  • 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 GitHub stars
  • Real-Time High-Resolution Background Matting [CVPR] paper GitHub stars πŸ‘ πŸ‘ πŸ‘
  • Semantic Image Matting [CVPR] paper GitHub stars
  • Mask Guided Matting via Progressive Refinement Network [CVPR] paper GitHub stars
  • 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
  • Human Perception Modeling for Automatic Natural Image Matting [arXiv] paper
  • Alpha Matte Generation from Single Input for Portrait Matting [arXiv] paper

2020

  • Background Matting: The World Is Your Green Screen [CVPR] paper GitHub stars πŸ‘ πŸ‘ πŸ‘
  • Attention-Guided Hierarchical Structure Aggregation for Image Matting [CVPR] paper GitHub stars
  • Boosting Semantic Human Matting With Coarse Annotations [CVPR] paper
  • Natural Image Matting via Guided Contextual Attention. [AAAI] paper GitHub stars
  • Towards Light-Weight Portrait Matting via Parameter Sharing [EuroGraphics] paper
  • Hierarchical Opacity Propagation for Image Matting [arXiv] paper GitHub stars
  • MODNet: Is a Green Screen Really Necessary for Real-Time Portrait Matting? [arXiv] paper GitHub stars πŸ‘ πŸ‘
  • End-to-end Animal Image Matting [arXiv] paper GitHub stars
  • F, B, Alpha Matting [arXiv] paper GitHub stars
  • 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 GitHub stars
  • Indices Matter: Learning to Index for Deep Image Matting. [ICCV] paper GitHub stars
  • 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 GitHub stars
  • AlphaGAN: Generative Adversarial Networks for Natural Image Matting. [BMVC] paper
  • Semantic Human Matting [MM] paper

2017

  • Information-Flow Matting [ICCV] paper GitHub stars
  • DIM: Deep Image Matting [CVPR] paper GitHub stars πŸ‘
  • Designing Effective Inter-Pixel Information Flow for Natural Image Matting [CVPR] 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

2006

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

Video Matting

2022

  • Robust High-Resolution Video Matting with Temporal Guidance [WACV] paper GitHub stars πŸ‘ πŸ‘ πŸ‘

2021

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

2015

  • Video Matting via Sparse and Low-Rank Representation ICCV

Text Matting

2021

  • ATM: Attentional Text Matting [WACV] paper GitHub stars

Datasets

Websites

Toolkits

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A collection of AWESOME things about image matting.