Accurate activity recognition in a home setting

T Van Kasteren, A Noulas, G Englebienne… - Proceedings of the 10th …, 2008 - dl.acm.org
A sensor system capable of automatically recognizing activities would allow many potential
ubiquitous applications. In this paper, we present an easy to install sensor network and an …

Transferring knowledge of activity recognition across sensor networks

TLM van Kasteren, G Englebienne… - Pervasive Computing: 8th …, 2010 - Springer
A problem in performing activity recognition on a large scale (ie in many homes) is that a
labelled data set needs to be recorded for each house activity recognition is performed in …

Activity recognition on streaming sensor data

NC Krishnan, DJ Cook - Pervasive and mobile computing, 2014 - Elsevier
Many real-world applications that focus on addressing needs of a human, require
information about the activities being performed by the human in real-time. While advances …

From action to activity: sensor-based activity recognition

Y Liu, L Nie, L Liu, DS Rosenblum - Neurocomputing, 2016 - Elsevier
As compared to actions, activities are much more complex, but semantically they are more
representative of a human׳ s real life. Techniques for action recognition from sensor …

Sensor-based human activity recognition in a multi-user scenario

L Wang, T Gu, X Tao, J Lu - … , AmI 2009, Salzburg, Austria, November 18-21 …, 2009 - Springer
Existing work on sensor-based activity recognition focuses mainly on single-user activities.
However, in real life, activities are often performed by multiple users involving interactions …

Toward scalable activity recognition for sensor networks

CR Wren, EM Tapia - International Symposium on Location-and Context …, 2006 - Springer
Sensor networks hold the promise of truly intelligent buildings: buildings that adapt to the
behavior of their occupants to improve productivity, efficiency, safety, and security. To be …

Two-layer hidden Markov model for human activity recognition in home environments

MH Kabir, MR Hoque, K Thapa… - International Journal of …, 2016 - journals.sagepub.com
Activities of Daily Livings (ADLs) refer to the activities that are carried out by an individual for
everyday living. Recognition of ADLs is key element for building intelligent and pervasive …

KCAR: A knowledge-driven approach for concurrent activity recognition

J Ye, G Stevenson, S Dobson - Pervasive and Mobile Computing, 2015 - Elsevier
Recognising human activities from sensors embedded in an environment or worn on bodies
is an important and challenging research topic in pervasive computing. Existing work on …

Dynamic sensor data segmentation for real-time knowledge-driven activity recognition

G Okeyo, L Chen, H Wang, R Sterritt - Pervasive and Mobile Computing, 2014 - Elsevier
Approaches and algorithms for activity recognition have recently made substantial progress
due to advancements in pervasive and mobile computing, smart environments and ambient …

Object-based activity recognition with heterogeneous sensors on wrist

T Maekawa, Y Yanagisawa, Y Kishino… - … Pervasive 2010, Helsinki …, 2010 - Springer
This paper describes how we recognize activities of daily living (ADLs) with our designed
sensor device, which is equipped with heterogeneous sensors such as a camera, a …