基于文本的实例分割(Referring Image Segmentation) 论文、代码大汇总
基于文本的实例分割(Referring Image Segmentation) 论文、代码的大汇总。
Github上持续更新：https://github.com/MarkMoHR/Awesome-Referring-Image-Segmentation
目录
- 数据集
- 方法
1. 数据集
| 简称 | 论文 | 发表处 | 相关链接 |
|---|---|---|---|
| ReferIt | Referit game: Referring to objects in photographs of natural scenes | EMNLP 2014 | [project] |
| Google-Ref | Generation and comprehension of unambiguous object descriptions | CVPR 2016 | [dataset] |
| UNC | Modeling context in referring expressions | ECCV 2016 | [dataset] |
| UNC+ | Modeling context in referring expressions | ECCV 2016 | [dataset] |
| CLEVR-Ref+ | CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions | CVPR 2019 | [project] |
2. 方法
| 方法简称 | 论文 | 发表处 | 代码 / 项目链接 |
|---|---|---|---|
| CMSA | Cross-Modal Self-Attention Network for Referring Image Segmentation | CVPR 2019 | |
| KWA | Key-Word-Aware Network for Referring Expression Image Segmentation | ECCV 2018 | [code] |
| DMN | Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries | ECCV 2018 | [code] |
| RRN | Referring Image Segmentation via Recurrent Refinement Networks | CVPR 2018 | [code] |
| MAttNet | MAttNet: Modular Attention Network for Referring Expression Comprehension | CVPR 2018 | [code] [Demo] |
| RMI | Recurrent Multimodal Interaction for Referring Image Segmentation | ICCV 2017 | [code] |
| LSTM-CNN | Segmentation from natural language expressions | ECCV 2016 | [code] [project] |
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