Elderly fall detection based on multi-stream deep convolutional networks
Sign Up to like & getrecommendations! Published in 2020 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-020-08812-x
Abstract: Fall is the biggest threat to seniors, with significant emotional, physical and financial implications. It is the major cause of serious injuries, disabilities, hospitalizations and even death especially for elderly people living alone. Timely detection… read more here.
Keywords: stream deep; detection; fall detection; deep convolutional ... See more keywords
A dual-stream deep convolutional network for reducing metal streak artifacts in CT images.
Sign Up to like & getrecommendations! Published in 2019 at "Physics in medicine and biology"
DOI: 10.1088/1361-6560/ab4e3e
Abstract: Machine learning and deep learning are rapidly finding applications in the medical imaging field. In this paper, we address the long-standing problem of metal artifacts in computed tomography (CT) images by training a dual-stream deep… read more here.
Keywords: stream deep; network; stream; metal ... See more keywords
Domain Knowledge Powered Two-Stream Deep Network for Few-Shot SAR Vehicle Recognition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2021.3116349
Abstract: Synthetic aperture radar (SAR) target recognition faces the challenge that there are very little labeled data. Although few-shot learning methods are developed to extract more information from a small amount of labeled data to avoid… read more here.
Keywords: recognition; domain knowledge; stream deep; two stream ... See more keywords