Parameter exploration for response time reduction in accelerometer-based activity recognition

M Yoshizawa, W Takasaki, R Ohmura - … of the 2013 ACM conference on …, 2013 - dl.acm.org
In activity recognition techniques, existing wearable sensors have a problem performing the
recognition process. Because existing wearable sensors perform recognition process by …

HASC2011corpus: Towards the common ground of human activity recognition

N Kawaguchi, Y Yang, T Yang, N Ogawa… - Proceedings of the 13th …, 2011 - dl.acm.org
Human activity recognition through the wearable sensor will enable a next-generation
human-oriented ubiquitous computing. However, most of research on human activity …

Hasc challenge: gathering large scale human activity corpus for the real-world activity understandings

N Kawaguchi, N Ogawa, Y Iwasaki, K Kaji… - Proceedings of the 2nd …, 2011 - dl.acm.org
Understandings of human activity through wearable sensors will enable the next-generation
human-oriented computing. However, most of researches on the activity recognition so far …

Accelerometer-based activity recognition on smartphone

X Su, H Tong, P Ji - Proceedings of the 23rd ACM international …, 2014 - dl.acm.org
Smartphones are ubiquitous and becoming more and more sophisticated, with ever-growing
computing, networking and sensing powers. How can we help the users form a healthy habit …

Labeling method for acceleration data using an execution sequence of activities

K Murao, T Terada - Proceedings of the 2013 ACM conference on …, 2013 - dl.acm.org
In the area of activity recognition, many systems using accelerometers have been proposed.
Common method for activity recognition requires raw data labeled with ground truth to learn …

A recognition method for combined activities with accelerometers

K Murao, T Terada - Proceedings of the 2014 ACM International Joint …, 2014 - dl.acm.org
Many activity recognition systems using accelerometers have been proposed. Activities that
have been recognized are" single" activities which can be expressed with one verb, such as …

Improved activity recognition by using enriched acceleration data

I Suarez, A Jahn, C Anderson, K David - Proceedings of the 2015 ACM …, 2015 - dl.acm.org
Sensors embedded in smartphones are an essential component for activity recognition.
Even though the accelerometer is the most widely used sensor, the highest recognition …

Complex activity recognition using acceleration, vital sign, and location data

L Peng, L Chen, M Wu, G Chen - IEEE Transactions on Mobile …, 2018 - ieeexplore.ieee.org
Complex activity recognition is a valuable issue in mobile and wearable computing. Since
complex activities are strongly relevant to users' locations, location data can be used in …

Generalized activity recognition using accelerometer in wearable devices for IoT applications

E Al Safadi, F Mohammad, D Iyer… - 2016 13th IEEE …, 2016 - ieeexplore.ieee.org
The proliferation of low power and low cost continuous sensing has generated an immense
interest in the area of activity recognition. However, the real time detection is still a challenge …

[PDF][PDF] Hasc2012corpus: Large scale human activity corpus and its application

N Kawaguchi, H Watanabe, T Yang… - Proceedings of the …, 2012 - microsoft.com
Human activity recognition through the wearable sensor will enable a next-generation
human-oriented ubiquitous computing. However, most of researches on the activity …