Box-supervised Instance Segmentation
2개 벤치마크 · 논문 19편 · 이 태스크의 논문 보기 →
Benchmarks
COCO test-dev
PASCAL VOC 2012 val
Most implemented
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision
Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution
Box-supervised Instance Segmentation with Level Set Evolution
BoxInst: High-Performance Instance Segmentation with Box Annotations
Papers
BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance Segmentation
Box-supervised instance segmentation methods aim to achieve instance segmentation with only box annotations. Recent methods have demonstrated the effectiveness of acquiring high-quality pseudo masks under the teacher-stu…
Box-supervised Instance SegmentationInstance SegmentationSemantic SegmentationAdvancing SEM Based Nano-Scale Defect Analysis in Semiconductor Manufacturing for Advanced IC Nodes
In this research, we introduce a unified end-to-end Automated Defect Classification-Detection-Segmentation (ADCDS) framework for classifying, detecting, and segmenting multiple instances of semiconductor defects for adva…
Box-supervised Instance SegmentationDefect DetectionInstance SegmentationSegmentation+1Boosting Box-supervised Instance Segmentation with Pseudo Depth
The realm of Weakly Supervised Instance Segmentation (WSIS) under box supervision has garnered substantial attention, showcasing remarkable advancements in recent years. However, the limitations of box supervision become…
Box-supervised Instance SegmentationDepth EstimationDepth PredictionInstance Segmentation+3P2Seg: Pointly-supervised Segmentation via Mutual Distillation
Point-level Supervised Instance Segmentation (PSIS) aims to enhance the applicability and scalability of instance segmentation by utilizing low-cost yet instance-informative annotations. Existing PSIS methods usually rel…
Box-supervised Instance SegmentationInstance SegmentationSegmentationSemantic Segmentation+2Label-efficient Segmentation via Affinity Propagation
Weakly-supervised segmentation with label-efficient sparse annotations has attracted increasing research attention to reduce the cost of laborious pixel-wise labeling process, while the pairwise affinity modeling techniq…
Box-supervised Instance SegmentationInstance SegmentationSegmentationSemantic Segmentation+1BoxSnake: Polygonal Instance Segmentation with Box Supervision
Box-supervised instance segmentation has gained much attention as it requires only simple box annotations instead of costly mask or polygon annotations. However, existing box-supervised instance segmentation models mainl…
Box-supervised Instance SegmentationInstance SegmentationSegmentationSemantic Segmentation