Aging in place: fall detection and localization in a distributed smart camera network
Proceedings of the 15th international conference on Multimedia
Compressed-domain Fall Incident Detection for Intelligent Homecare
Journal of VLSI Signal Processing Systems
Falling person detection using multisensor signal processing
EURASIP Journal on Advances in Signal Processing
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
Are our homes ready for services? A domotic infrastructure based on the Web service stack
Pervasive and Mobile Computing
Human Distress Sound Analysis and Characterization Using Advanced Classification Techniques
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
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
Vision-Based Semi-supervised Homecare with Spatial Constraint
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Distributed Continuous Action Recognition Using a Hidden Markov Model in Body Sensor Networks
DCOSS '09 Proceedings of the 5th IEEE International Conference on Distributed Computing in Sensor Systems
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
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
ANGELAH: a framework for assisting elders at home
IEEE Journal on Selected Areas in Communications - Special issue on wireless and pervasive communications for healthcare
Multiple object tracking for fall detection in real-time surveillance system
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3
A wearable airbag to prevent fall injuries
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Personalized multimedia alert service of fall event for ageing in place
Proceedings of the First International Conference on Internet Multimedia Computing and Service
A fall detection system using k-nearest neighbor classifier
Expert Systems with Applications: An International Journal
HMMs-based human action recognition for an intelligent household surveillance robot
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Experiments with computer vision methods for fall detection
Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
Iterative motion estimation constrained by time and shape for detecting persons' falls
Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
Intelligent activity detection techniques for advanced HD video surveillance systems
Sarnoff'10 Proceedings of the 33rd IEEE conference on Sarnoff
The smart thermostat: using occupancy sensors to save energy in homes
Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems
Introducing a statistical behavior model into camera-based fall detection
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Young children's fall prevention based on computer vision recognition
ROCOM'06 Proceedings of the 6th WSEAS international conference on Robotics, control and manufacturing technology
Development of a wearable airbag for preventing fall related injuries
HCD'11 Proceedings of the 2nd international conference on Human centered design
Person tracking based on a hybrid neural probabilistic model
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Slip and fall event detection using Bayesian Belief Network
Pattern Recognition
An Environmental-Adaptive Fall Detection System on Mobile Device
Journal of Medical Systems
Vision-based user interfaces for health applications: a survey
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
HMM based falling person detection using both audio and video
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
Ambient Assisted Living system for in-home monitoring of healthy independent elders
Expert Systems with Applications: An International Journal
A review on vision techniques applied to Human Behaviour Analysis for Ambient-Assisted Living
Expert Systems with Applications: An International Journal
Automatic Segmentation and Recognition in Body Sensor Networks Using a Hidden Markov Model
ACM Transactions on Embedded Computing Systems (TECS) - Special Section on CAPA'09, Special Section on WHS'09, and Special Section VCPSS' 09
Evaluation of an inexpensive depth camera for in-home gait assessment
Journal of Ambient Intelligence and Smart Environments
Evaluation of an inexpensive depth camera for in-home gait assessment
Journal of Ambient Intelligence and Smart Environments
Real-Time fall detection method based on hidden markov modelling
ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
Privacy preserving automatic fall detection for elderly using RGBD cameras
ICCHP'12 Proceedings of the 13th international conference on Computers Helping People with Special Needs - Volume Part I
Layered design of an assisted living system for disabled
ITIB'12 Proceedings of the Third international conference on Information Technologies in Biomedicine
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
Near real-time human silhouette and movement detection in indoor environments using fixed cameras
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
Robust fall detection by combining 3d data and fuzzy logic
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
RoomZoner: occupancy-based room-level zoning of a centralized HVAC system
Proceedings of the ACM/IEEE 4th International Conference on Cyber-Physical Systems
Building health persona from personal data streams
Proceedings of the 1st ACM international workshop on Personal data meets distributed multimedia
Fall detection using single-tree complex wavelet transform
Pattern Recognition Letters
Reliable and secure body fall detection algorithm in a wireless mesh network
BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
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Automatic semantic summarisation of human activity and detection of unusual inactivity are useful goals for a vision system operating in a supportive home environment. Learned models of spatial context are used in conjunction with a tracker to achieve these goals. The tracker uses a coarse ellipse model and a particle filter to cope with cluttered scenes with multiple sources of illumination. Summarisation in terms of semantic regions is demonstrated using acted scenes through automatic recovery of the instructions given to the actor. The use of 'unusual inactivity' detection as a cue for fall detection is also demonstrated.