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Sensor-based and vision-based human activity recognition: A comprehensive survey
Human activity recognition (HAR) technology that analyzes data acquired from various types
of sensing devices, including vision sensors and embedded sensors, has motivated the …
of sensing devices, including vision sensors and embedded sensors, has motivated the …
A review of multimodal human activity recognition with special emphasis on classification, applications, challenges and future directions
Human activity recognition (HAR) is one of the most important and challenging problems in
the computer vision. It has critical application in wide variety of tasks including gaming …
the computer vision. It has critical application in wide variety of tasks including gaming …
Deep-learning-enhanced human activity recognition for internet of healthcare things
Along with the advancement of several emerging computing paradigms and technologies,
such as cloud computing, mobile computing, artificial intelligence, and big data, Internet of …
such as cloud computing, mobile computing, artificial intelligence, and big data, Internet of …
A survey on unsupervised learning for wearable sensor-based activity recognition
Abstract Human Activity Recognition (HAR) is an essential task in various applications such
as pervasive healthcare, smart environment, and security and surveillance. The need to …
as pervasive healthcare, smart environment, and security and surveillance. The need to …
Trends in human activity recognition using smartphones
Recognizing human activities and monitoring population behavior are fundamental needs of
our society. Population security, crowd surveillance, healthcare support and living …
our society. Population security, crowd surveillance, healthcare support and living …
Fine-grained sports, yoga, and dance postures recognition: A benchmark analysis
Human body-pose estimation is a complex problem in computer vision. Recent research
interests have been widened specifically on the sports, yoga, and dance (SYD) postures for …
interests have been widened specifically on the sports, yoga, and dance (SYD) postures for …
Recent advances in pedestrian navigation activity recognition: A review
Q Wang, H Luo, J Wang, L Sun, Z Ma… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Pedestrian navigation activity recognition (PNAR) has a significant impact on positioning
and tracking performance. Smartphone-based PNAR utilizes measurements from sensors …
and tracking performance. Smartphone-based PNAR utilizes measurements from sensors …
A human activity recognition algorithm based on stacking denoising autoencoder and lightGBM
X Gao, H Luo, Q Wang, F Zhao, L Ye, Y Zhang - Sensors, 2019 - mdpi.com
Recently, the demand for human activity recognition has become more and more urgent. It is
widely used in indoor positioning, medical monitoring, safe driving, etc. Existing activity …
widely used in indoor positioning, medical monitoring, safe driving, etc. Existing activity …
Context-aware human activity recognition (CAHAR) in-the-Wild using smartphone accelerometer
Smartphones are a promising platform for continuous monitoring of human behavior.
However, the ability to capture people's behavioral patterns in-the-wild is a challenge, as the …
However, the ability to capture people's behavioral patterns in-the-wild is a challenge, as the …
[HTML][HTML] IoT-FAR: A multi-sensor fusion approach for IoT-based firefighting activity recognition
Inadequate training poses a significant risk of injury among young firefighters. Although
Human Activity Recognition (HAR) algorithms have shown potential in monitoring and …
Human Activity Recognition (HAR) algorithms have shown potential in monitoring and …