Next century challenges: scalable coordination in sensor networks
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
System architecture directions for networked sensors
ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
Video flashlights: real time rendering of multiple videos for immersive model visualization
EGRW '02 Proceedings of the 13th Eurographics workshop on Rendering
A Scalable Image-Based Multi-Camera Visual Surveillance System
AVSS '03 Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance
Reality mining: sensing complex social systems
Personal and Ubiquitous Computing
Similarity-based analysis for large networks of ultra-low resolution sensors
Pattern Recognition
Buzz: measuring and visualizing conference crowds
ACM SIGGRAPH 2007 emerging technologies
Visualizing the History of Living Spaces
IEEE Transactions on Visualization and Computer Graphics
The MERL motion detector dataset
Proceedings of the 2007 workshop on Massive datasets
Automated multi-camera planar tracking correspondence modeling
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Toward scalable activity recognition for sensor networks
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
Simultaneous tracking and activity recognition (STAR) using many anonymous, binary sensors
PERVASIVE'05 Proceedings of the Third international conference on Pervasive Computing
Sampling stable properties of massive track datasets
Proceedings of the 2007 workshop on Massive datasets
The MERL motion detector dataset
Proceedings of the 2007 workshop on Massive datasets
Dyser: towards a real-time search engine for the web of things
Proceedings of the 6th ACM conference on Embedded network sensor systems
Developing shared home behavior datasets to advance HCI and ubiquitous computing research
CHI '09 Extended Abstracts on Human Factors in Computing Systems
Detecting Abnormal Trend Evolution over Multiple Data Streams
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
A frequent pattern based framework for event detection in sensor network stream data
Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data
Sensor ranking: A primitive for efficient content-based sensor search
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
Spatio-temporal range searching over compressed kinetic sensor data
ESA'10 Proceedings of the 18th annual European conference on Algorithms: Part I
Modeling and discovering occupancy patterns in sensor networks using latent dirichlet allocation
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I
Modeling the co-evolution of behaviors and social relationships using mobile phone data
Proceedings of the 10th International Conference on Mobile and Ubiquitous Multimedia
Human behavior understanding for inducing behavioral change: application perspectives
HBU'11 Proceedings of the Second international conference on Human Behavior Unterstanding
Forecasting building occupancy using sensor network data
Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
MMU GASPFA: A COTS multimodal biometric database
Pattern Recognition Letters
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Looking into the future of residential and office building Mitsubishi Electric Research Labs (MERL) has been collecting motion sensor data from a network of over 200 sensors for a year. The data is the residual traces of year in the life of a research laboratory. It contains interesting spatio-temporal structure ranging all the way from the seconds of individuals walking down hallways, the minutes in lobbies chatting with colleagues, the hours of dozens of people attending talks and meetings, the days and weeks that drive the patterns of life, to the months and seasons with their ebb and flow of visiting employees. This document describes that dataset, which contains well over 30 million raw motion records, spanning a calendar year and two floors of our research laboratory, as well as calender, weather, and some intermediate analytic results. The dataset was originally released as part of the 2007 Workshop on Massive Datasets. The dataset can be obtained from http://www.merl.com/wmd.