matting_paper_collection

Survey

A Survey on Pre-processing in Image Matting 2017 [paper]

Deep Image Matting - A Comprehensive Survey arXiv 2023

2023

(DPT) Disentangled Pre-training for Image Matting arXiv 2023 [paper]

"proposing a self-supervised pretraining approach that can leverage infinite numbers of data to boost the matting performance"

Referring Image Matting CVPR 2023 [paper]

"extract the meticulous alpha matte of the specific object that best matches the given natural language description"

(AEMatter) Rethinking Context Aggregation in Natural Image Matting arXiv 2023 [paper] [code]

"demonstrate that when learned on large image patches, basic encoder-decoder networks with a larger receptive field can effectively aggregate context to achieve better performance"

(AdaM) Adaptive Human Matting for Dynamic Videos CVPR 2023 [paper]

ViTMatte - Boosting Image Matting with Pretrained Plain Vision Transformers arXiv 2023 [paper]

2022

Boosting Robustness of Image Matting With Context Assembling and Strong Data Augmentation CVPR 2022 [paper]

Bridging composite and real - towards end-to-end deep image matting IJCV 2022

Human instance matting via mutual guidance and multi-instance refinement CVPR 2022

Improving Deep Image Matting via Local Smoothness Assumption IEEE ICME 2022

MatteFormer - Transformer-Based Image Matting via Prior-Tokens CVPR 2022 [paper]

Modnet - Real-time Trimap-free Portrait Matting via Objective Decomposition AAAI 2022

Prior-Induced Information Alignment for Image Matting IEEE TMM 2022

Rethinking portrait matting with privacy preserving arXiv 2022

Robust Human Matting via Semantic Guidance ACCV 2022 [paper] [arXiv paper] [code]

TransMatting - Tri-token Equipped Transformer Model for Image Matting arXiv 2022 [paper]

2021

Cascade Image Matting With Deformable Graph Refinement ICCV 2021

Deep automatic natural image matting IJCAI 2021

High-resolution Deep Image Matting AAAI 2021 [arXiv paper]

Learning Affinity-aware Upsampling for Deep Image Matting CVPR 2021 [paper]

Long-Range Feature Propagating for Natural Image Matting ACM MM 2021

Mask Guided Matting via Progressive Refinement Network CVPR 2021 [paper]

Privacy-preserving Portrait Matting ACM MM 2021

Real-Time High-Resolution Background Matting CVPR 2021

Semantic Image Matting CVPR 2021 [paper]

Tripartite Information Mining and Integration for Image Matting ICCV 2021 [paper]

Video Matting via Consistency-Regularized Graph Neural Networks ICCV 2021

2020

Attention-Guided Hierarchical Structure Aggregation for Image Matting CVPR 2022 [paper]

Background Matting arXiv 2020 [paper]

Background Matting - The World is Your Green Screen CVPR 2020 [arXiv paper]

Boosting Semantic Human Matting With Coarse Annotations CVPR 2020 [arXiv paper]

F - B - Alpha Matting arXiv 2020 [paper]

Improved image matting via real-time user clicks and uncertainty estimation CVPR 2020

Is a Green Screen Really Necessary for Real-time Human Matting arXiv 2020 [paper]

(GCAMatting) Natural Image Matting via Guided Contextual Attention AAAI 2020 [arXiv paper] [code]

Real-time high-resolution background matting CVOR 2021

2019

A late fusion cnn for digital matting CVPR 2019

(BANet) Boundary-Aware Network for Fast and High-Accuracy Portrait Segmentation arXiv 2019 [paper]

(ConxtextNet) Context-aware Image Matting for Simultaneous Foreground and Alpha Estimation ICCV 2019 [paper] [arXiv paper] [code]

Deep Convolutional Neural Network for Natural Image Matting Using Initial Alpha Mattes IEEE TIP 2019 [paper]

Disentangled Image Matting ICCV 2019 [paper]

(IndexNet) Indices Matter Learning to Index for Deep Image Matting ICCV 2019 [paper] [PyTorch code]

Learning-based Sampling for Natural Image Matting CVPR 2019 [paper]

Very Deep Residual Network for Image Matting IEEE ICIP 2019 [paper]

2018

Active Matting NIPS 2018 [paper]

AlphaGAN Generative Adversarial Networks for Natural Image Matting BMVC 2018 [arXiv paper]

Deep Propagation Based Image Matting IJCAI 2018 [paper]

Fast Portrait Matting Using Spatial Detail-Preserving Network ICONIP 2018 [paper]

Semantic Human Matting ACM MM 2018 [paper] [MM paper]

Semantic Soft segmentation ACM TOG 2018 [paper]

TOM-Net: Learning Transparent Object Matting from a Single Image CVPR 2018 [paper]

2017

A Three-Stage Matting Method IEE Access 2017 [paper]

Automatic Real-time Background Cut for Portrait Videos ICCV 2017 [paper]

(BSN) Boundary-sensitive Network for Portrait Segmentation 2017 [paper]

Deep Image Matting CVPR 2017 [paper] [arXiv paper]

Designing Effective Inter-Pixel Information Flow for Natural Image Matting CVPR 2017 [paper]

Fast Deep Matting for Portrait Animation on Mobile Phone ACM MM 2017 [paper] [MM paper]

Real-time Deep Hair Matting on Mobile Devices 2017 [paper] [CRV paper]

2016

(PFCN+) Automatic Portrait Segmentation for Image Stylization CGF 2016 [paper]

Deep Automatic Portrait Matting ECCV 2016 [paper]

Natural Image Matting Using Deep Convolutional Neural Networks ECCV 2016 [paper] [test code]

2013

KNN Matting IEEE TPAMI 2013 [paper]