Transfer learning for activity recognition: A survey

D Cook, KD Feuz, NC Krishnan - Knowledge and information systems, 2013 - Springer
Many intelligent systems that focus on the needs of a human require information about the
activities being performed by the human. At the core of this capability is activity recognition …

The use of pervasive sensing for behaviour profiling—a survey

L Atallah, GZ Yang - Pervasive and mobile computing, 2009 - Elsevier
With the maturity of sensing and pervasive computing techniques, extensive research is
being carried out in using different sensing techniques for understanding human behaviour …

Robust location-aware activity recognition using wireless sensor network in an attentive home

CH Lu, LC Fu - IEEE Transactions on Automation Science and …, 2009 - ieeexplore.ieee.org
This paper presents a robust location-aware activity recognition approach for establishing
ambient intelligence applications in a smart home. With observations from a variety of …

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 …

Using machine learning for real-time activity recognition and estimation of energy expenditure

E Munguia Tapia - 2008 - dspace.mit.edu
Obesity is now considered a global epidemic and is predicted to become the number one
preventive health threat in the industrialized world. Presently, over 60% of the US adult …

Exploring techniques for vision based human activity recognition: Methods, systems, and evaluation

X Xu, J Tang, X Zhang, X Liu, H Zhang, Y Qiu - sensors, 2013 - mdpi.com
With the wide applications of vision based intelligent systems, image and video analysis
technologies have attracted the attention of researchers in the computer vision field. In …

On-line human activity recognition from audio and home automation sensors: Comparison of sequential and non-sequential models in realistic Smart Homes 1

P Chahuara, A Fleury, F Portet… - Journal of ambient …, 2016 - content.iospress.com
Abstract Automatic human Activity Recognition (AR) is an important process for the provision
of context-aware services in smart spaces such as voice-controlled smart homes. This paper …

[PDF][PDF] Joint recognition of multiple concurrent activities using factorial conditional random fields

T Wu, C Lian, JY Hsu - Proc. 22nd Conf. on Artificial Intelligence (AAAI …, 2007 - cdn.aaai.org
Recognizing patterns of human activities is an important enabling technology for building
intelligent home environments. Existing approaches to activity recognition often focus on …

Discriminative temporal smoothing for activity recognition from wearable sensors

J Suutala, S Pirttikangas, J Röning - … 2007, Tokyo, Japan, November 25-28 …, 2007 - Springer
This paper describes daily life activity recognition using wearable acceleration sensors
attached to four different parts of the human body. The experimental data set consisted of …

A survey of the techniques for the identification and classification of human actions from visual data

S Saif, S Tehseen, S Kausar - Sensors, 2018 - mdpi.com
Recognition of human actions form videos has been an active area of research because it
has applications in various domains. The results of work in this field are used in video …