Segmentation

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综述

• (2020) Image Segmentation Using Deep Learning:A Survey [paper]

• The 2018 DAVIS Challenge on Video Object Segmentation [paper]

• [ ] Image Segmentation: tips and tricks from 39 Kaggle competitions [blog]

• [ ] Image segmentation in 2020: Architectures, Losses, Datasets, and Frameworks [blog]

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Object Segmentation

• [ ] (2019.04) DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation [paper]

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instance Segmentation

• [ ] (2020.03) SOLOv2: Dynamic, Faster and Stronger[paper]

• [ ] (202) ]BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation [paper]

• [ ] (2019) SOLO: Segmenting Objects by Locations [paper]

• [ ] (2019) PointRend: Image Segmentation as Rendering [paper]

• [ ] (2019 ICCV) InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting [paper]

• [ ] (2019 CVPR) Hybrid Task Cascade for Instance Segmentation [paper] [review]

• [ ] (2019 CVPR) Mask Scoring R-CNN [paper]

• [ ] (2019 ICCV) TensorMask: A Foundation for Dense Object Segmentation [paper]

• [ ] (2017) Mask R-CNN [paper]

• U-Net

• FastFCN —Fast Fully-connected network

• Gated-SCNN

• DeepLab

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Panoptic_Segmentation

• [ ] [2019] Panoptic-DeepLab:A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation [paper]