A Smart Sensor to Detect the Falls of the Elderly
IEEE Pervasive Computing
Smart home care network using sensor fusion and distributed vision-based reasoning
Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
Fall Detection from Human Shape and Motion History Using Video Surveillance
AINAW '07 Proceedings of the 21st International Conference on Advanced Information Networking and Applications Workshops - Volume 02
Aging in place: fall detection and localization in a distributed smart camera network
Proceedings of the 15th international conference on Multimedia
Falling person detection using multisensor signal processing
EURASIP Journal on Advances in Signal Processing
Video-Based Fall Detection in the Home Using Principal Component Analysis
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Linguistic summarization of video for fall detection using voxel person and fuzzy logic
Computer Vision and Image Understanding
Acoustic fall detection using Gaussian mixture models and GMM supervectors
ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
Design and implementation of a distributed fall detection system: personal server
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
A wearable airbag to prevent fall injuries
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Automatic detection of human fall in video
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
Detection of falls among the elderly by a floor sensor using the electric near field
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Information Technology in Biomedicine
Probabilistic posture classification for Human-behavior analysis
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Robust Video Surveillance for Fall Detection Based on Human Shape Deformation
IEEE Transactions on Circuits and Systems for Video Technology
Location-independent fall detection with smartphone
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments
Designing an Intelligent Health Monitoring System and Exploring User Acceptance for the Elderly
Journal of Medical Systems
Fall detection for multiple pedestrians using depth image processing technique
Computer Methods and Programs in Biomedicine
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Fall detection is a major challenge in the public health care domain, especially for the elderly, and reliable surveillance is a necessity to mitigate the effects of falls. The technology and products related to fall detection have always been in high demand within the security and the health-care industries. An effective fall detection system is required to provide urgent support and to significantly reduce the medical care costs associated with falls. In this paper, we give a comprehensive survey of different systems for fall detection and their underlying algorithms. Fall detection approaches are divided into three main categories: wearable device based, ambience device based and vision based. These approaches are summarised and compared with each other and a conclusion is derived with some discussions on possible future work.