Zobrazeno 1 - 10
of 6 814
pro vyhledávání: '"Niethammer"'
Autor:
Liu, Qin, Wang, Jianfeng, Yang, Zhengyuan, Li, Linjie, Lin, Kevin, Niethammer, Marc, Wang, Lijuan
Semi-supervised video object segmentation (VOS) has been largely driven by space-time memory (STM) networks, which store past frame features in a spatiotemporal memory to segment the current frame via softmax attention. However, STM networks face mem
Externí odkaz:
http://arxiv.org/abs/2411.02818
Autor:
Janischewski, Anja, Bohnenberger, Katharina, Kranke, Matthias, Vogel, Tobias, Driouich, Riwan, Froese, Tobias, Gerold, Stefanie, Kaufmann, Raphael, Keyßer, Lorenz, Niethammer, Jannis, Olk, Christopher, Schmelzer, Matthias, Yürük, Aslı, Lange, Steffen
Many socio-economic systems require positive economic growth rates to function properly. Given uncertainty about future growth rates and increasing evidence that economic growth is a driver of social and environmental crises, these growth dependencie
Externí odkaz:
http://arxiv.org/abs/2409.12109
Autor:
Demir, Basar, Tian, Lin, Greer, Thomas Hastings, Kwitt, Roland, Vialard, Francois-Xavier, Estepar, Raul San Jose, Bouix, Sylvain, Rushmore, Richard Jarrett, Ebrahim, Ebrahim, Niethammer, Marc
Modern medical image registration approaches predict deformations using deep networks. These approaches achieve state-of-the-art (SOTA) registration accuracy and are generally fast. However, deep learning (DL) approaches are, in contrast to conventio
Externí odkaz:
http://arxiv.org/abs/2408.00221
Autor:
Xia, Peng, Chen, Ze, Tian, Juanxi, Gong, Yangrui, Hou, Ruibo, Xu, Yue, Wu, Zhenbang, Fan, Zhiyuan, Zhou, Yiyang, Zhu, Kangyu, Zheng, Wenhao, Wang, Zhaoyang, Wang, Xiao, Zhang, Xuchao, Bansal, Chetan, Niethammer, Marc, Huang, Junzhou, Zhu, Hongtu, Li, Yun, Sun, Jimeng, Ge, Zongyuan, Li, Gang, Zou, James, Yao, Huaxiu
Artificial intelligence has significantly impacted medical applications, particularly with the advent of Medical Large Vision Language Models (Med-LVLMs), sparking optimism for the future of automated and personalized healthcare. However, the trustwo
Externí odkaz:
http://arxiv.org/abs/2406.06007
Autor:
Greer, Hastings, Tian, Lin, Vialard, Francois-Xavier, Kwitt, Roland, Estepar, Raul San Jose, Niethammer, Marc
Image registration estimates spatial correspondences between a pair of images. These estimates are typically obtained via numerical optimization or regression by a deep network. A desirable property of such estimators is that a correspondence estimat
Externí odkaz:
http://arxiv.org/abs/2405.16738
We study an inhomogeneous coagulation equation that contains a transport term in the spatial variable modeling the sedimentation of clusters. We prove local existence of mass conserving solutions for a class of coagulation kernels for which in the sp
Externí odkaz:
http://arxiv.org/abs/2404.11418
The goal of interactive image segmentation is to delineate specific regions within an image via visual or language prompts. Low-latency and high-quality interactive segmentation with diverse prompts remain challenging for existing specialist and gene
Externí odkaz:
http://arxiv.org/abs/2404.00741
Autor:
Paruchuri, Akshay, Ehrenstein, Samuel, Wang, Shuxian, Fried, Inbar, Pizer, Stephen M., Niethammer, Marc, Sengupta, Roni
Monocular depth estimation in endoscopy videos can enable assistive and robotic surgery to obtain better coverage of the organ and detection of various health issues. Despite promising progress on mainstream, natural image depth estimation, technique
Externí odkaz:
http://arxiv.org/abs/2403.17915
Medical records often consist of different modalities, such as images, text, and tabular information. Integrating all modalities offers a holistic view of a patient's condition, while analyzing them longitudinally provides a better understanding of d
Externí odkaz:
http://arxiv.org/abs/2403.12211
Autor:
Jiao, Yining, Oldenburg, Amy, Xu, Yinghan, Soundararajan, Srikamal, Zdanski, Carlton, Kimbell, Julia, Niethammer, Marc
Optical coherence tomography (OCT) is a popular modality in ophthalmology and is also used intravascularly. Our interest in this work is OCT in the context of airway abnormalities in infants and children where the high resolution of OCT and the fact
Externí odkaz:
http://arxiv.org/abs/2403.10622