40 citations
- Delta Air Lines (United States)US2 papers
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- Atrium Medical CenteUS1 paper
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- Institut National des Sciences Appliquées de ToulouseFR1 paper
- Laboratoire d'Informatique, de Modélisation et d'Optimisation des SystèmesFR1 paper
- Mines Saint-ÉtienneFR1 paper
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cs.CV2021★ 40 cited
Bounding Box Tightness Prior for Weakly Supervised Image Segmentation
Juan Wang, Bin Xia
This paper presents a weakly supervised image segmentation method that adopts tight bounding box annotations. It proposes generalized multiple instance learning (MIL) and smooth ma…
cs.CV2021★ 3 cited
CDRNet: Accurate Cup-to-Disc Ratio Measurement with Tight Bounding Box Supervision in Fundus Photography Using Deep Learning
Juan Wang, Bin Xia
The cup-to-disc ratio (CDR) is one of the most significant indicator for glaucoma diagnosis. Different from the use of costly fully supervised learning formulation with pixel-wise…