A Survey on Pre-processing in Image Matting 2017 [paper] Deep Image Matting - A Comprehensive Survey arXiv 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] 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 TransMatting - Tri-token Equipped Transformer Model for Image Matting arXiv 2022 [paper] Cascade Image Matting With Deformable Graph Refinement ICCV 2021 Deep automatic natural image matting IJCAI 2021 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 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 A late fusion cnn for digital matting CVPR 2019 (BANet) Boundary-Aware Network for Fast and High-Accuracy Portrait Segmentation arXiv 2019 [paper] Deep Convolutional Neural Network for Natural Image Matting Using Initial Alpha Mattes IEEE TIP 2019 [paper] Disentangled Image Matting ICCV 2019 [paper] Learning-based Sampling for Natural Image Matting CVPR 2019 [paper] Very Deep Residual Network for Image Matting IEEE ICIP 2019 [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 Soft segmentation ACM TOG 2018 [paper] TOM-Net: Learning Transparent Object Matting from a Single Image CVPR 2018 [paper] 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] 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] (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] KNN Matting IEEE TPAMI 2013 [paper]