Three-year review of the 2018–2020 SHL challenge on transportation and locomotion mode recognition from mobile sensors
The Sussex-Huawei Locomotion-Transportation (SHL) Recognition Challenges aim to
advance and capture the state-of-the-art in locomotion and transportation mode recognition …
advance and capture the state-of-the-art in locomotion and transportation mode recognition …
[HTML][HTML] Transportation Mode Detection Using Learning Methods and Self-Contained Sensors
I Gharbi, F Taia-Alaoui, H Fourati, N Vuillerme, Z Zhou - Sensors, 2024 - mdpi.com
Due to increasing traffic congestion, travel modeling has gained importance in the
development of transportion mode detection (TMD) strategies over the past decade …
development of transportion mode detection (TMD) strategies over the past decade …
Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors
Abstract The Sussex-Huawei Locomotion-Transportation Recognition Challenge presented
a unique opportunity to the activity-recognition community to test their approaches on a …
a unique opportunity to the activity-recognition community to test their approaches on a …
Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2020
In this paper we summarize the contributions of participants to the third Sussex-Huawei
Locomotion-Transportation (SHL) Recognition Challenge organized at the HASCA …
Locomotion-Transportation (SHL) Recognition Challenge organized at the HASCA …
Summary of SHL challenge 2023: Recognizing locomotion and transportation mode from GPS and motion sensors
In this paper we summarize the contributions of participants to the fifth Sussex-Huawei
Locomotion-Transportation (SHL) Recognition Challenge organized at the HASCA …
Locomotion-Transportation (SHL) Recognition Challenge organized at the HASCA …
Locomotion and transportation Mode Recognition from GPS and radio signals: Summary of SHL Challenge 2021
In this paper we summarize the contributions of participants to the fourth Sussex-Huawei
Locomotion-Transportation (SHL) Recognition Challenge organized at the HASCA …
Locomotion-Transportation (SHL) Recognition Challenge organized at the HASCA …
SenseHAR: a robust virtual activity sensor for smartphones and wearables
Modern smartphones and smartwatches are equipped with inertial sensors (accelerometer,
gyroscope, and magnetometer) that can be used for Human Activity Recognition (HAR) to …
gyroscope, and magnetometer) that can be used for Human Activity Recognition (HAR) to …
Application of CNN for human activity recognition with FFT spectrogram of acceleration and gyro sensors
C Ito, X Cao, M Shuzo, E Maeda - … of the 2018 ACM international joint …, 2018 - dl.acm.org
At the SHL recognition challenge 2018, Team Tesaguri developed a human activity
recognition method. First, we obtained the FFT spectrogram from 60-second acceleration …
recognition method. First, we obtained the FFT spectrogram from 60-second acceleration …
[HTML][HTML] Accurate measurement of handwash quality using sensor armbands: Instrument validation study
C Wang, Z Sarsenbayeva, X Chen… - JMIR mHealth and …, 2020 - mhealth.jmir.org
Background: Hand hygiene is a crucial and cost-effective method to prevent health care–
associated infections, and in 2009, the World Health Organization (WHO) issued guidelines …
associated infections, and in 2009, the World Health Organization (WHO) issued guidelines …
Transportation mode recognition fusing wearable motion, sound, and vision sensors
We present the first work that investigates the potential of improving the performance of
transportation mode recognition through fusing multimodal data from wearable sensors …
transportation mode recognition through fusing multimodal data from wearable sensors …