Výsledky vyhledávání - "Shao, Xinyuan"

Report

Performance and Non-adversarial Robustness of the Segment Anything Model 2 in Surgical Video Segmentation

Autor: Shen, Yiqing, Ding, Hao, Shao, Xinyuan, Unberath, Mathias

Fully supervised deep learning (DL) models for surgical video segmentation have been shown to struggle with non-adversarial, real-world corruptions of image quality including smoke, bleeding, and low illumination. Foundation models for image segmenta

Externí odkaz: http://arxiv.org/abs/2408.04098

Zobrazit plný text záznamu

Report

FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification

Autor: Shen, Yiqing, Shao, Xinyuan, Romillo, Blanca Inigo, Dreizin, David, Unberath, Mathias

Accurate segmentation of anatomical structures and pathological regions in medical images is crucial for diagnosis, treatment planning, and disease monitoring. While the Segment Anything Model (SAM) and its variants have demonstrated impressive inter

Externí odkaz: http://arxiv.org/abs/2407.12658

Zobrazit plný text záznamu

Report

FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images

Autor: Shen, Yiqing, Li, Jingxing, Shao, Xinyuan, Romillo, Blanca Inigo, Jindal, Ankush, Dreizin, David, Unberath, Mathias

Segment anything models (SAMs) are gaining attention for their zero-shot generalization capability in segmenting objects of unseen classes and in unseen domains when properly prompted. Interactivity is a key strength of SAMs, allowing users to iterat

Externí odkaz: http://arxiv.org/abs/2403.09827

Zobrazit plný text záznamu

Report

Near-wall approximations to speed up simulations for atmosphere boundary layers in the presence of forests using lattice Boltzmann method on GPU

Autor: Shao, Xinyuan, Santasmasas, Marta Camps, Xue, Xiao, Niu, Jiqiang, Davidson, Lars, Revell, Alistair J., Yao, Hua-Dong

Forests play an important role in influencing the wind resource in atmospheric boundary layers and the fatigue life of wind turbines. Due to turbulence, a difficulty in the simulation of the forest effects is that flow statistical and fluctuating con

Externí odkaz: http://arxiv.org/abs/2206.15454

Zobrazit plný text záznamu