Vision based human fall detection with Siamese convolutional neural networks
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-021-03250-5
Abstract: Fall detection is drawing serious attention all across the globe, as unattended fall of senior citizens creates long lasting injuries. This necessitates the deployment of automatic fall detection systems to facilitate smart care health environments… read more here.
Keywords: video sequences; human fall; fall; fall detection ... See more keywords
An Integrated Vision-Based Approach for Efficient Human Fall Detection in a Home Environment
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DOI: 10.1109/access.2019.2936320
Abstract: Falls are an important healthcare problem for vulnerable persons like seniors. Response to potential emergencies can be fastened timely detection and classification of falls. This paper addresses the detection of human falls using relevant pixel-based… read more here.
Keywords: approach; human fall; fall; fall detection ... See more keywords
Visual Surveillance for Human Fall Detection in Healthcare IoT
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DOI: 10.1109/mmul.2022.3155768
Abstract: This article designs a visual surveillance framework for human fall detection. In order to solve the conventional issues in fall detection, such as unsatisfactory feature generalization, low recall rates, and large computational time, we design… read more here.
Keywords: fall; fall detection; human fall; visual surveillance ... See more keywords
Human Fall Detection Using 3D Multi-Stream Convolutional Neural Networks with Fusion
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DOI: 10.3390/diagnostics12123060
Abstract: Human falls, especially for elderly people, can cause serious injuries that might lead to permanent disability. Approximately 20–30% of the aged people in the United States who experienced fall accidents suffer from head trauma, injuries,… read more here.
Keywords: fall; fusion; human fall; detection ... See more keywords
Classification of Indoor Human Fall Events Using Deep Learning
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DOI: 10.3390/e23030328
Abstract: Human fall identification can play a significant role in generating sensor based alarm systems, assisting physical therapists not only to reduce after fall effects but also to save human lives. Usually, elderly people suffer from… read more here.
Keywords: human fall; classification indoor; fall events; indoor human ... See more keywords