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+points supervision
| 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 box supervision
| 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-level supervision
| Methods |
Publication |
Supervision |
paper |
code |
dataset |
| EM-Paste |
ArXiv2022 |
image-level |
paper |
- |
COCO,VOC |