One-Shot Instance Segmentation
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Benchmarks
Most implemented
One-Shot Instance Segmentation
2018-11-28 · 구현 3개
One-Shot Transfer of Affordance Regions? AffCorrs!
2022-09-15 · 구현 1개
Papers
Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation
2025-01-12
· Zhenyang Feng, Zihe Wang, Saul Ibaven Bueno, Tomasz Frelek 외
We study image segmentation in the biological domain, particularly trait and part segmentation from specimen images (e.g., butterfly wing stripes or beetle body parts). This is a crucial, fine-grained task that aids in u…
Image RetrievalImage SegmentationInstance SegmentationOne-Shot Instance Segmentation+4One-Shot Transfer of Affordance Regions? AffCorrs!
2022-09-15
· Denis Hadjivelichkov, Sicelukwanda Zwane, Marc Peter Deisenroth, Lourdes Agapito 외
In this work, we tackle one-shot visual search of object parts. Given a single reference image of an object with annotated affordance regions, we segment semantically corresponding parts within a target scene. We propose…
ObjectOne-Shot Instance SegmentationOne-Shot Part Segmentation of Contain Affordance - Inter ClassOne-Shot Part Segmentation of Contain Affordance - Intra Class+13One-Shot Instance Segmentation
2018-11-28
· Claudio Michaelis, Ivan Ustyuzhaninov, Matthias Bethge, Alexander S. Ecker
We tackle the problem of one-shot instance segmentation: Given an example image of a novel, previously unknown object category, find and segment all objects of this category within a complex scene. To address this challe…
Few-Shot LearningFew-Shot Object DetectionInstance SegmentationObject Detection+4