Results 11 to 20 of about 14,968,121 (261)

Acoustic- and Radio-Frequency-Based Human Activity Recognition

Sensors, 2022
In this work, a hybrid radio frequency (RF)- and acoustic-based activity recognition system was developed to demonstrate the advantage of combining two non-invasive sensors in Human Activity Recognition (HAR) systems and smart assisted living.
Masoud Mohtadifar, Michael Cheffena, Alireza Pourafzal   +2 more
doaj   +1 more source

Human Gait Activity Recognition Machine Learning Methods

Sensors, 2023
Human gait activity recognition is an emerging field of motion analysis that can be applied in various application domains. One of the most attractive applications includes monitoring of gait disorder patients, tracking their disease progression and the ...
Jan Slemenšek, Iztok Fister, Jelka Geršak, Božidar Bratina, Vesna Marija van Midden, Zvezdan Pirtošek, Riko Šafarič   +6 more
doaj   +1 more source

Human Activity Recognition with Meta-learning and Attention [PDF]

Jisuanji kexue, 2023
With the in-depth research of deep learning technology,its application and development in the field of behavior recognition have been greatly promoted.Current research on behavior recognition based on deep learning usually requires a large training data ...
WANG Jiahao, ZHONG Xin, LI Wenxiong, ZHAO Dexin
doaj   +1 more source

LSTM-CNN Architecture for Human Activity Recognition

IEEE Access, 2020
In the past years, traditional pattern recognition methods have made great progress. However, these methods rely heavily on manual feature extraction, which may hinder the generalization model performance.
Kun Xia, Jianguang Huang, Hanyu Wang
doaj   +1 more source

Two-Stage Human Activity Recognition Using 2D-ConvNet.

International Journal of Interactive Multimedia and Artificial Intelligence, 2020
There is huge requirement of continuous intelligent monitoring system for human activity recognition in various domains like public places, automated teller machines or healthcare sector.
Kamal Kant Verma, Brij Mohan Singh, H. L. Mandoria, Prachi Chauhan   +3 more
doaj   +1 more source

Human Activity Recognition With Commercial WiFi Signals

IEEE Access, 2022
The next generation of mobile communication aims to extend the capabilities of traditional communication by reshaping the environment with wireless signals.
Chen Tian, Yue Tian, Xianling Wang, Yau Hee Kho, Zhenzhe Zhong, Wenda Li, Baiyun Xiao   +6 more
doaj   +1 more source

RECOGNITION OF HUMAN ACTIVITY BY VIDEO DATA

International Journal of Advanced Studies, 2022
The paper considers the problem solution of classifying the type of physical activity of a person according to visual data. The authors propose using of deep neural networks to determine the type of activity.
Anna V. Pyataeva, Mikhail A. Merko, Vladislava A. Zhukovskaya, Alena A. Kazakevich   +3 more
doaj   +1 more source

KCAR : a knowledge-driven approach for concurrent activity recognition [PDF]

, 2015
Recognising human activities from sensors embedded in an environment or worn on bodies is an important and challenging research topic in pervasive computing.
Ye, Juan, Dobson, Simon Andrew, Stevenson, Graeme Turnbull, Dobson, Simon Andrew; id_orcid, Ye, Juan; id_orcid   +4 more
core   +1 more source

Human physical activity recognition system [PDF]

, 2022
Human activity recognition (HAR) is a technique that somehow senses the human activities, analyzes the relevant information, and identifies the corresponding behaviors mode.
Zhao, Di, Tang, Yi
core   +1 more source

CBARS: cluster based classification for activity recognition systems [PDF]

, 2012
Activity recognition focuses on inferring current user activities by leveraging sensory data available on today’s sensor rich environment. Supervised learning has been applied pervasively for activity recognition.
Gaber, Mohamed Medhat, Krishnaswamy, S., Shonali Krishnaswamy, Krishnaswamy, Shonali, Abdallah, Z., Srinivasan, B., Mohamed Medhat Gaber, Gaber, M., Srinivasan, B, Abdallah, Zahraa S., Zahraa Said Abdallah, Bala Srinivasan   +11 more
core   +1 more source