Human fall classification system for ceiling-mounted kinect depth images

S Kasturi, KH Jo - … on control, automation and systems (ICCAS), 2017 - ieeexplore.ieee.org
The number of elderly people living alone has been considerably increased over the past
few years. Hence the research regarding Ambient Assisted Living (AAL) systems has been …

[PDF][PDF] Fall detection based on movement and smart phone technology

QV Vo, G Lee, D Choi - 2012 IEEE RIVF International Conference on …, 2012 - academia.edu
Nowadays, recognizing human activities is an important subject; it is exploited widely and
applied to many fields in real-life, especially health care or context aware application …

Automatic fall detection for elderly by using features extracted from skeletal data

A Davari, T Aydin, T Erdem - 2013 International Conference on …, 2013 - ieeexplore.ieee.org
Automatic detection of unusual events such as falls is very important especially for elderly
people living alone. Realtime detection of these events can reduce the health risks …

Introducing a statistical behavior model into camera-based fall detection

A Zweng, S Zambanini, M Kampel - … , ISVC 2010, Las Vegas, NV, USA …, 2010 - Springer
Camera based fall detection represents a solution to the problem of people falling down and
being not able to stand up on their own again. For elderly people who live alone, such a fall …

An intelligent video surveillance system for fall and anesthesia detection for elderly and patients

H Rajabi, M Nahvi - … on Pattern Recognition and Image Analysis …, 2015 - ieeexplore.ieee.org
Abnormal activities detection is a major challenge to health care services, caregivers and
families. Since some of these activities such as fall and anesthesia can be dangerous to …

Event‐driven system for fall detection using body‐worn accelerometer and depth sensor

M Kepski, B Kwolek - IET Computer Vision, 2018 - Wiley Online Library
The authors present efficient and effective algorithms for fall detection on the basis of
sequences of depth maps and data from a wireless inertial sensor worn by a monitored …

Depth camera based fall detection using human shape and movement

F Merrouche, N Baha - … on Signal and Image Processing (ICSIP …, 2016 - ieeexplore.ieee.org
The number of elderly people living alone have increased over the last years and fall is one
of major risks that threaten their lives. Computer vision is one of the accurate solution for fall …

Towards a single sensor passive solution for automated fall detection

M Belshaw, B Taati, J Snoek… - … Conference of the IEEE …, 2011 - ieeexplore.ieee.org
Falling in the home is one of the major challenges to independent living among older adults.
The associated costs, coupled with a rapidly growing elderly population, are placing a …

[PDF][PDF] A vision based fall detection system for elderly people

JS Madhubala… - Indian Journal …, 2015 - sciresol.s3.us-east-2.amazonaws …
Among the elderly people, falls have become a common health problem. With a growing
population of elderly people, health systems are needed to meet the necessities of elderly …

[PDF][PDF] Convolutional neural network based on dynamic motion and shape variations for elderly fall detection

C Khraief, F Benzarti, H Amiri - International Journal of Machine Learning …, 2019 - ijmlc.org
Fall detection became a major concern especially for elderly who lives alone at home.
Unexpected situations might happen that influence their health, security and well-being. The …