Awesome
Awesome Box-supervised Instance Segmentation.
NOTE: If I miss some paper, plese feel free to submit a Pull Request.
2023
| Methods | Publication | Supervision | paper | code | dataset |
|---|---|---|---|---|---|
| BoxSnake | ICCV2023 | Box | paper | code | COCO, Cityscapes |
| SIM | CVPR2023 | Box | paper | code | COCO, VOC |
| BoxTeacher | CVPR2023 | Box | paper | code | COCO, VOC, Cityscapes |
| Mask Auto-Labeler | CVPR2023 | Box | paper | code | COCO, LVIS |
2022
| Methods | Publication | Supervision | paper | code | dataset |
|---|---|---|---|---|---|
| Box2Mask | ArXiv2022 | Box | paper | code | COCO, VOC, iSAID, LiTS |
| AsyInst | ArXiv2022 | Box | paper | - | Cityscapes, iSAID |
| Zhang et al. | PR2022 | Box/Scribble | paper | - | COCO, VOC |
| BoxLevelSet | ECCV2022 | Box | paper | code | COCO, VOC, iSAID, etc |
2021
| Methods | Publication | Supervision | paper | code | dataset |
|---|---|---|---|---|---|
| DiscoBox | ICCV2021 | Box | paper | code | COCO,VOC |
| BoxInst | CVPR2021 | Box | paper | code | COCO,VOC |
| BBAM | CVPR2021 | Box | paper | code | COCO, VOC |
| BoxCaseg | CVPR2021 | Box+Sailency | paper | code | COCO, VOC |
| A^2GNN | TPAMI2021 | Box | paper | code | COCO, VOC |
2020
| Methods | Publication | Supervision | paper | code | dataset |
|---|---|---|---|---|---|
| Arun et al. | ECCV2020 | Box | paper | - | VOC |
| Sun et al. | IEEE Acess2020 | Box | paper | - | VOC |
2019
| Methods | Publication | Supervision | paper | code | dataset |
|---|---|---|---|---|---|
| BBTP | NIPS2019 | Box | paper | code | COCO,VOC |
2017
| Methods | Publication | Supervision | paper | code | dataset |
|---|---|---|---|---|---|
| SDI | CVPR2017 | Box | paper | code | VOC |
Related Paper
- Point-supervised Panoptic segmentation
| Methods | Publication | Supervision | paper | code | dataset |
|---|---|---|---|---|---|
| Point2Mask | ICCV2023 | point | paper | code | Pascal VOC， COCO |
| PSPS | ECCV2022 | point | paper | code | Pascal VOC， COCO |
- Point-supervised Instance segmentation
| Methods | Publication | Supervision | paper | code | dataset |
|---|---|---|---|---|---|
| AttentionShift | CVPR2023 | point | paper | code | Pascal VOC, COCO |
| BESTIE | CVPR2022 | point | paper | code | Pascal VOC, COCO |
- Box-supervised Video Instance segmentation
| Methods | Publication | Supervision | paper | code | dataset |
|---|---|---|---|---|---|
| BoxVIS | ArXiv2023 | box | paper | Code | YouTube-VIS, OVIS |
| MaskfreeVIS | CVPR2023 | box | paper | Code | YouTube-VIS, OVIS, BDD100K MOTS |
- Instance segmentation with
box+pointssupervision
| Methods | Publication | Supervision | paper | code | dataset |
|---|---|---|---|---|---|
| LWSIS | AAAI2023 | Box+ points for LiDAR | paper | code | nuInsSeg(based nuScenes) |
| APIS | ECCV2022 | Box+7/10Points | paper | code | COCO |
| PointSup | CVPR2022 | Box+10Points | paper | code | COCO |
- Rotate object detection with the genenral
horizontal boxsupervision
| Methods | Publication | Supervision | paper | code | dataset |
|---|---|---|---|---|---|
| H2RBox-v2 | ArXiv | horizontal box | paper | code | DOTA, HRSC, FAIR1M |
| H2RBox | ICLR2023 | horizontal box | paper | code | DOTA, DIOR |
- Instance segmentation with
image-levelsupervision
| Methods | Publication | Supervision | paper | code | dataset |
|---|---|---|---|---|---|
| EM-Paste | ArXiv2022 | image-level | paper | - | COCO,VOC |