This repository is a collection of papers, resources and codes related to image segmentation tasks. The collection is arranged in chronological order to showcase the progression of research and development in this field.
A concise summary of each paper is provided to outline its motivation and main contributions. We welcome any feedback on our comments, including error identification and valuable insights. Please feel free to submit a request at any time.
| Source | Method | Title |
|---|---|---|
| ICLR 2023 | VTM | Universal Few-Shot Learning of Dense Prediction Tasks with Visual Token Matching paper code summary |
| ICCV 2021 | Segmenter | Segmenter: Transformer for Semantic Segmentation paper code summary |
| ICLR 2016 | ParseNet | ParseNet: Looking Wider to See Better paper code |
| CVPR 2015 | FCN | Fully Convolutional Networks for Semantic Segmentation paper summary |