40 citations
- Delta Air Lines (United States)US2 papers
- Everbright International (China)CN2 papers
- Atrium Medical CenteUS1 paper
- Fayoum UniversityEG1 paper
- Institut de Mathématiques de ToulouseFR1 paper
- Institut National des Sciences Appliquées de ToulouseFR1 paper
- Laboratoire d'Informatique, de Modélisation et d'Optimisation des SystèmesFR1 paper
- Mines Saint-ÉtienneFR1 paper
- Université Toulouse III - Paul SabatierFR1 paper
3 papers
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…
math.ST2019
Sensitivity Analysis and Generalized Chaos Expansions. Lower Bounds for Sobol indices
O Roustant, F. Gamboa, B Iooss
The so-called polynomial chaos expansion is widely used in computer experiments. For example, it is a powerful tool to estimate Sobol' sensitivity indices. In this paper, we consid…