A survey on video-based human action recognition: recent updates, datasets, challenges, and applications

P Pareek, A Thakkar - Artificial Intelligence Review, 2021 - Springer
Abstract Human Action Recognition (HAR) involves human activity monitoring task in
different areas of medical, education, entertainment, visual surveillance, video retrieval, as …

A review of multimodal human activity recognition with special emphasis on classification, applications, challenges and future directions

SK Yadav, K Tiwari, HM Pandey, SA Akbar - Knowledge-Based Systems, 2021 - Elsevier
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 …

[HTML][HTML] Deep learning based human activity recognition (HAR) using wearable sensor data

S Gupta - International Journal of Information Management Data …, 2021 - Elsevier
Motion or inertial sensors such as gyroscope and accelerometer commonly found in
smartwatches and smartphones can measure characteristics such as acceleration and …

A survey of human activity recognition in smart homes based on IoT sensors algorithms: Taxonomies, challenges, and opportunities with deep learning

D Bouchabou, SM Nguyen, C Lohr, B LeDuc… - Sensors, 2021 - mdpi.com
Recent advances in Internet of Things (IoT) technologies and the reduction in the cost of
sensors have encouraged the development of smart environments, such as smart homes …

Computer vision technologies for safety science and management in construction: A critical review and future research directions

BHW Guo, Y Zou, Y Fang, YM Goh, PXW Zou - Safety science, 2021 - Elsevier
Recent years have seen growing interests in developing and applying computer vision
technologies to solve safety problems in the construction industry. Despite the technological …

Activity, plan, and goal recognition: A review

FA Van-Horenbeke, A Peer - Frontiers in Robotics and AI, 2021 - frontiersin.org
Recognizing the actions, plans, and goals of a person in an unconstrained environment is a
key feature that future robotic systems will need in order to achieve a natural human …

Human activity recognition using cell phone-based accelerometer and convolutional neural network

A Prasad, AK Tyagi, MM Althobaiti, A Almulihi… - Applied Sciences, 2021 - mdpi.com
Human Activity Recognition (HAR) has become an active field of research in the computer
vision community. Recognizing the basic activities of human beings with the help of …

Toward modeling psychomotor performance in karate combats using computer vision pose estimation

J Echeverria, OC Santos - Sensors, 2021 - mdpi.com
Technological advances enable the design of systems that interact more closely with
humans in a multitude of previously unsuspected fields. Martial arts are not outside the …

[PDF][PDF] Biosignal processing and activity modeling for multimodal human activity recognition

H Liu, IT Schultz - 2021 - researchgate.net
Diese Dissertation konzentriert sich auf die systematische Untersuchung der Erkennung
menschlicher Aktivitäten (Human Activity Recognition, HAR) und zielt darauf ab, ihre …

Progress of human action recognition research in the last ten years: a comprehensive survey

PK Singh, S Kundu, T Adhikary, R Sarkar… - … Methods in Engineering, 2021 - Springer
Abstract Human Action Recognition (HAR) has achieved a remarkable milestone in the field
of computer vision. Apart from its varied applications in human–computer interactions …