Awesome Box-supervised Instance Segmentation.
NOTE: If I miss some paper, plese feel free to submit a Pull Request.
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 |
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 |
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 |
Methods |
Publication |
Supervision |
paper |
code |
dataset |
Arun et al. |
ECCV2020 |
Box |
paper |
- |
VOC |
Sun et al. |
IEEE Acess2020 |
Box |
paper |
- |
VOC |
Methods |
Publication |
Supervision |
paper |
code |
dataset |
BBTP |
NIPS2019 |
Box |
paper |
code |
COCO,VOC |
Methods |
Publication |
Supervision |
paper |
code |
dataset |
SDI |
CVPR2017 |
Box |
paper |
code |
VOC |
- 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 |