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
Augmenting motion sensing to improve detection of periods of unusual inactivity
Proceedings of the 2nd International Workshop on Systems and Networking Support for Health Care and Assisted Living Environments
Fall Detection and Alert for Ageing-at-Home of Elderly
ICOST '09 Proceedings of the 7th International Conference on Smart Homes and Health Telematics: Ambient Assistive Health and Wellness Management in the Heart of the City
Personalized multimedia alert service of fall event for ageing in place
Proceedings of the First International Conference on Internet Multimedia Computing and Service
HMMs-based human action recognition for an intelligent household surveillance robot
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Intelligent activity detection techniques for advanced HD video surveillance systems
Sarnoff'10 Proceedings of the 33rd IEEE conference on Sarnoff
Fall detection using body volume recontruction and vertical repartition analysis
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
Audiovisual assistance for the elderly - an overview of the FEARLESS project
ICOST'11 Proceedings of the 9th international conference on Toward useful services for elderly and people with disabilities: smart homes and health telematics
Slip and fall event detection using Bayesian Belief Network
Pattern Recognition
Handling complex events in surveillance tasks
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
A depth camera based fall recognition system for the elderly
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
Layered design of an assisted living system for disabled
ITIB'12 Proceedings of the Third international conference on Information Technologies in Biomedicine
A survey on fall detection: Principles and approaches
Neurocomputing
Camera-Based fall detection on real world data
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
A novel shadow-assistant human fall detection scheme using a cascade of SVM classifiers
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Robust fall detection by combining 3d data and fuzzy logic
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Fall detection in multi-camera surveillance videos: experimentations and observations
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare
ACM Transactions on Management Information Systems (TMIS)
Introducing the use of depth data for fall detection
Personal and Ubiquitous Computing
Fall detection for multiple pedestrians using depth image processing technique
Computer Methods and Programs in Biomedicine
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Nowadays, Western countries have to face the growing population of seniors. New technologies can help people stay at home by providing a secure environment and improving their quality of life. The use of computer vision systems offers a new promising solution to analyze people behavior and detect some unusual events. In this paper, we propose a new method to detect falls, which are one of the greatest risk for seniors living alone. Our approach is based on a combination of motion history and human shape variation. Our algorithm provides promising results on video sequences of daily activities and simulated falls.