Section_4_3_Graph_methods.md
March 26, 2023 ยท View on GitHub
Section 4.3. Graph Optimisation-based VOS Methods
Track Selection-based VOS Methods
| Years | Venues | Types | Paper titles with links (abbreviates in our review) | Codes |
|---|---|---|---|---|
| 2018 | CVPR | U | Instance Embedding Transfer to Unsupervised Video Object Segmentation (IET-VOS) | |
| 2018 | ECCV | S&U | Sequential Clique Optimization for Video Object Segmentation (SCO-VOS) | |
| 2019 | CVPR | S | MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation (MHP-VOS) | Website |
| 2020 | WACV | U | UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking (MHP-VOS) | PyTorch |
Information Propagation-based VOS Methods
| Years | Venues | Types | Paper titles with links (abbreviates in our review) | Codes |
|---|---|---|---|---|
| 2018 | ECCV | U | Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation (MSGSTP) | Website |
| 2018 | TPAMI | S | Semi-Supervised Video Object Segmentation with Super-Trajectories (STVOS) | |
| 2019 | CVPR | U | Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks (AGNN) | PyTorch |