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Vision-based human fall detection systems using deep learning: A review
Human fall is one of the very critical health issues, especially for elders and disabled people
living alone. The number of elder populations is increasing steadily worldwide. Therefore …
living alone. The number of elder populations is increasing steadily worldwide. Therefore …
A review on fall detection in smart home for elderly and disabled people
TC Kolobe, C Tu, PA Owolawi - Journal of Advanced Computational …, 2022 - jstage.jst.go.jp
Falling is a major challenge faced by elderly and disabled people who live alone. They
therefore need reliable surveillance so they can be assisted in the event of a fall. An effective …
therefore need reliable surveillance so they can be assisted in the event of a fall. An effective …
Learning privacy-preserving optics for human pose estimation
The widespread use of always-connected digital cameras in our everyday life has led to
increasing concerns about the users' privacy and security. How to develop privacy …
increasing concerns about the users' privacy and security. How to develop privacy …
A deep learning approach towards railway safety risk assessment
Railway stations are essential aspects of railway systems, and they play a vital role in public
daily life. Various types of AI technology have been utilised in many fields to ensure the …
daily life. Various types of AI technology have been utilised in many fields to ensure the …
Privacy-preserving action recognition via motion difference quantization
The widespread use of smart computer vision systems in our personal spaces has led to an
increased consciousness about the privacy and security risks that these systems pose. On …
increased consciousness about the privacy and security risks that these systems pose. On …
A comparison between various human detectors and CNN-based feature extractors for human activity recognition via aerial captured video sequences
Human detection and activity recognition (HDAR) in videos plays an important role in
various real-life applications. Recently, object detection methods have been used to detect …
various real-life applications. Recently, object detection methods have been used to detect …
Fall detection using LSTM and transfer learning
Prior detection for high risk of falls in elderly people is an essential and challenging task.
Wearable sensors have already proven as beneficial resource in monitoring daily living …
Wearable sensors have already proven as beneficial resource in monitoring daily living …
Real time face recognition using effective supervised machine learning algorithms
In security authentication systems, face recognition has become an emerging new trend.
Modern FR processes can detect whether the individual is real (live) or not through face …
Modern FR processes can detect whether the individual is real (live) or not through face …
Advances in skeleton-based fall detection in rgb videos: from handcrafted to deep learning approaches
VH Hoang, JW Lee, MJ Piran, CS Park - IEEE Access, 2023 - ieeexplore.ieee.org
In the elderly population, falls are one of the leading causes of fatal and non-fatal injuries.
Fall detection and early alarms play an important role in mitigating the negative effects of …
Fall detection and early alarms play an important role in mitigating the negative effects of …
[HTML][HTML] Contactless fall detection by means of multiple bioradars and transfer learning
V Lobanova, V Slizov, L Anishchenko - Sensors, 2022 - mdpi.com
Fall detection in humans is critical in the prevention of life-threatening conditions. This is
especially important for elderly people who are living alone. Therefore, automatic fall …
especially important for elderly people who are living alone. Therefore, automatic fall …