Living laboratories: the future computing environments group at the Georgia Institute of Technology
CHI '00 Extended Abstracts on Human Factors in Computing Systems
Enabling Location-Aware Pervasive Computing Applications for the Edlerly
PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
Layered Representations for Human Activity Recognition
ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
Inferring Activities from Interactions with Objects
IEEE Pervasive Computing
A context-aware recognition survey for data collection using ubiquitous sensors in the home
CHI '05 Extended Abstracts on Human Factors in Computing Systems
Bayesian Filtering for Location Estimation
IEEE Pervasive Computing
A context-aware recognition survey for data collection using ubiquitous sensors in the home
CHI '05 Extended Abstracts on Human Factors in Computing Systems
The uPart experience: The uPart experience
Proceedings of the 5th international conference on Information processing in sensor networks
Sensing from the basement: a feasibility study of unobtrusive and low-cost home activity recognition
UIST '06 Proceedings of the 19th annual ACM symposium on User interface software and technology
Similarity-based analysis for large networks of ultra-low resolution sensors
Pattern Recognition
Buzz: measuring and visualizing conference crowds
ACM SIGGRAPH 2007 emerging technologies
Proceedings of the 9th international conference on Multimodal interfaces
The MERL motion detector dataset
Proceedings of the 2007 workshop on Massive datasets
A probabilistic reasoning framework for smart homes
Proceedings of the 5th international workshop on Middleware for pervasive and ad-hoc computing: held at the ACM/IFIP/USENIX 8th International Middleware Conference
Accurate activity recognition in a home setting
UbiComp '08 Proceedings of the 10th international conference on Ubiquitous computing
Assessment of the Impact of Sensor Failure in the Recognition of Activities of Daily Living
ICOST '08 Proceedings of the 6th international conference on Smart Homes and Health Telematics
Pervasive '08 Proceedings of the 6th International Conference on Pervasive Computing
Evidential fusion of sensor data for activity recognition in smart homes
Pervasive and Mobile Computing
A survey of computational location privacy
Personal and Ubiquitous Computing
ADL Monitoring System Using FSR Arrays and Optional 3-Axis Accelerometer
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
The hidden permutation model and location-based activity recognition
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Recognizing daily activities with RFID-based sensors
Proceedings of the 11th international conference on Ubiquitous computing
HydroSense: infrastructure-mediated single-point sensing of whole-home water activity
Proceedings of the 11th international conference on Ubiquitous computing
Context-aware middleware for pervasive elderly homecare
IEEE Journal on Selected Areas in Communications - Special issue on wireless and pervasive communications for healthcare
Active-learning assisted self-reconfigurable activity recognition in a dynamic environment
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Preference model assisted activity recognition learning in a smart home environment
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
An exploration into activity-informed physical advertising using PEST
PERVASIVE'07 Proceedings of the 5th international conference on Pervasive computing
UbiComp '07 Proceedings of the 9th international conference on Ubiquitous computing
A long-term evaluation of sensing modalities for activity recognition
UbiComp '07 Proceedings of the 9th international conference on Ubiquitous computing
Portable wireless sensors for object usage sensing in the home: challenges and practicalities
AmI'07 Proceedings of the 2007 European conference on Ambient intelligence
Context-sensitive microlearning of foreign language vocabulary on a mobile device
AmI'07 Proceedings of the 2007 European conference on Ambient intelligence
Socialmotion: measuring the hidden social life of a building
LoCA'07 Proceedings of the 3rd international conference on Location-and context-awareness
Problems people with dementia have with kitchen tasks: The challenge for pervasive computing
Interacting with Computers
The self-programming thermostat: optimizing setback schedules based on home occupancy patterns
Proceedings of the First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings
Activity recognition using semi-Markov models on real world smart home datasets
Journal of Ambient Intelligence and Smart Environments
Extending event-driven experiments for human activity for an assistive environment
Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
An activity monitoring system for elderly care using generative and discriminative models
Personal and Ubiquitous Computing
Conditional random fields for activity recognition in smart environments
Proceedings of the 1st ACM International Health Informatics Symposium
Abnormality detection for improving elder's daily life independent
ICOST'10 Proceedings of the Aging friendly technology for health and independence, and 8th international conference on Smart homes and health telematics
Exploiting acoustic source localization for context classification in smart environments
AmI'10 Proceedings of the First international joint conference on Ambient intelligence
Implementing evidential activity recognition in sensorised homes
Technology and Health Care
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Motion- and location-based online human daily activity recognition
Pervasive and Mobile Computing
Multiple people activity recognition using MHT over DBN
ICOST'11 Proceedings of the 9th international conference on Toward useful services for elderly and people with disabilities: smart homes and health telematics
HMM based semi-supervised learning for activity recognition
Proceedings of the 2011 international workshop on Situation activity & goal awareness
Role of context-awareness for demand response mechanisms
ICT-GLOW'11 Proceedings of the First international conference on Information and communication on technology for the fight against global warming
Toward scalable activity recognition for sensor networks
LoCA'06 Proceedings of the Second international conference on Location- and Context-Awareness
Nomatic: location by, for, and of crowds
LoCA'06 Proceedings of the Second international conference on Location- and Context-Awareness
The design of a portable kit of wireless sensors for naturalistic data collection
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
Modeling human behavior from simple sensors in the home
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
Using a live-in laboratory for ubiquitous computing research
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
GasSense: appliance-level, single-point sensing of gas activity in the home
Pervasive'10 Proceedings of the 8th international conference on Pervasive Computing
Using height sensors for biometric identification in multi-resident homes
Pervasive'10 Proceedings of the 8th international conference on Pervasive Computing
Proceedings of the 14th ACM international conference on Multimodal interaction
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
A hybrid HMM/ANN model for activity recognition in the home using binary sensors
IWAAL'12 Proceedings of the 4th international conference on Ambient Assisted Living and Home Care
Real-time crowd labeling for deployable activity recognition
Proceedings of the 2013 conference on Computer supported cooperative work
Segmenting sensor data for activity monitoring in smart environments
Personal and Ubiquitous Computing
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
Towards user identification in the home from appliance usage patterns
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
RoomZoner: occupancy-based room-level zoning of a centralized HVAC system
Proceedings of the ACM/IEEE 4th International Conference on Cyber-Physical Systems
Interactive activity recognition and prompting to assist people with cognitive disabilities
Journal of Ambient Intelligence and Smart Environments - Home-based Health and Wellness Measurement and Monitoring
Journal of Ambient Intelligence and Smart Environments - Home-based Health and Wellness Measurement and Monitoring
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In this paper we introduce the simultaneous tracking and activity recognition (STAR) problem, which exploits the synergy between location and activity to provide the information necessary for automatic health monitoring. Automatic health monitoring can potentially help the elderly population live safely and independently in their own homes by providing key information to caregivers. Our goal is to perform accurate tracking and activity recognition for multiple people in a home environment. We use a “bottom-up” approach that primarily uses information gathered by many minimally invasive sensors commonly found in home security systems. We describe a Rao-Blackwellised particle filter for room-level tracking, rudimentary activity recognition (i.e., whether or not an occupant is moving), and data association. We evaluate our approach with experiments in a simulated environment and in a real instrumented home.