Point-Supervised Instance Segmentation
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Extreme Point Supervised Instance Segmentation
2024-05-31 · CVPR 2024 1
· Hyeonjun Lee, Sehyun Hwang, Suha Kwak
This paper introduces a novel approach to learning instance segmentation using extreme points, i.e., the topmost, leftmost, bottommost, and rightmost points, of each object. These points are readily available in the mode…
Instance SegmentationPoint-Supervised Instance SegmentationPseudo LabelSegmentation+1Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement
2021-09-20 · CVPR 2022 1
· Beomyoung Kim, Youngjoon Yoo, Chaeeun Rhee, Junmo Kim
Weakly-supervised instance segmentation (WSIS) has been considered as a more challenging task than weakly-supervised semantic segmentation (WSSS). Compared to WSSS, WSIS requires instance-wise localization, which is diff…
Image-level Supervised Instance SegmentationInstance SegmentationPoint-Supervised Instance SegmentationSegmentation+5