Recent evolution of modern datasets for human activity recognition: a deep survey

R Singh, A Sonawane, R Srivastava - Multimedia Systems, 2020 - Springer
Human activity recognition has been a significant goal of computer vision since its inception
and has developed considerably in the last years. Recent approaches to this problem …

[PDF][PDF] A survey of sensor modalities for human activity recognition

B Yu, Y Liu, K Chan - Proceedings of the 12th International Joint …, 2020 - bruceyo.github.io
Human Activity Recognition (HAR) has been attempted by various sensor modalities like
vision sensors, ambient sensors, and wearable sensors. These heterogeneous sensors are …

Sensor-based and vision-based human activity recognition: A comprehensive survey

LM Dang, K Min, H Wang, MJ Piran, CH Lee, H Moon - Pattern Recognition, 2020 - Elsevier
Human activity recognition (HAR) technology that analyzes data acquired from various types
of sensing devices, including vision sensors and embedded sensors, has motivated the …

Adaptive radar-based human activity recognition with L1-norm linear discriminant analysis

PP Markopoulos, S Zlotnikov… - IEEE Journal of …, 2019 - ieeexplore.ieee.org
We present a novel radar-based indoor human gross motor activity classifier, which employs
L1-norm linear discriminant analysis (L1-LDA) to identify low-rank subspaces whereon …

Toward human activity recognition: a survey

G Saleem, UI Bajwa, RH Raza - Neural Computing and Applications, 2023 - Springer
Human activity recognition (HAR) is a complex and multifaceted problem. The research
community has reported numerous approaches to perform HAR. Along with HAR …

SimHumalator: An open-source end-to-end radar simulator for human activity recognition

S Vishwakarma, W Li, C Tang… - IEEE Aerospace and …, 2021 - ieeexplore.ieee.org
Radio-frequency-based noncooperative monitoring of humans has numerous applications
ranging from law enforcement to ubiquitous sensing applications such as ambient assisted …

Vision based human activity recognition: a review

A Bux, P Angelov, Z Habib - … Systems: Contributions Presented at the 16th …, 2017 - Springer
Human activity recognition (HAR) is an important research area in computer vision due to its
vast range of applications. Specifically, the past decade has witnessed enormous growth in …

Generalized pca fusion for improved radar human motion recognition

B Erol, M Amin - 2019 IEEE Radar Conference (RadarConf), 2019 - ieeexplore.ieee.org
Radar for indoor monitoring is an emerging area of research and development, covering
and supporting different health and wellbeing applications of smart homes, assisted living …

A multi-radar architecture for human activity recognition in indoor kitchen environments

A Gorji, T Gielen, M Bauduin, H Sahli… - 2021 IEEE Radar …, 2021 - ieeexplore.ieee.org
This paper tackles the Human Activity Recognition (HAR) in the kitchen environment using
radar as the sensing tool. The setup includes two Frequency Modulated Continuous Wave …

Deriving effective human activity recognition systems through objective task complexity assessment

SK Hiremath, T Plötz - Proceedings of the ACM on Interactive, Mobile …, 2020 - dl.acm.org
Research in sensor based human activity recognition (HAR) has been a core concern of the
mobile and ubiquitous computing community. Sophisticated systems have been developed …