The Science of Video: A Review of Human Activity Recognition Techniques

JY Koh, CW Tan - 2024 3rd International Conference on Digital …, 2024 - ieeexplore.ieee.org
Human Activity Recognition (HAR) from video data has gained significant attention due to its
wide-ranging applications in fields like security surveillance, healthcare, and human …

A review of video-based human activity recognition: Theory, methods and applications

TFN Bukht, H Rahman, M Shaheen, A Algarni… - Multimedia Tools and …, 2024 - Springer
Video-based human activity recognition (HAR) is an important task in many fields, such as
healthcare monitoring, video surveillance, and sports analysis. This review paper aims to …

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 deep survey on human activity recognition in video surveillance

R Khurana, AKS Kushwaha - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
Recognition of the activities of human from videos has garnered numerous demands in
Computer Vision This paper focuses on the literature reviews on different ways of Human …

[PDF][PDF] Human Activity Recognition: Challenges and Process Stages

M Alzahrani, S Kammoun - … of Innovative Research in Computer and …, 2016 - academia.edu
With the wide range of applications in vision based intelligent systems, the attention of
researchers in the computer vision field have attracted by image and video analysis …

Applications of Human Activity Recognition in Different Fields: A Review

Y Daga, S Meena - 2022 IEEE 9th Uttar Pradesh Section …, 2022 - ieeexplore.ieee.org
Human activity recognition is a field where not enough work has been done yet, but its
applications can be helpful in numerous domains. In this paper, we have discussed different …

Human action recognition approaches with video datasets—A survey

T Özyer, DS Ak, R Alhajj - Knowledge-Based Systems, 2021 - Elsevier
Abstract Human Activity Recognition has recently attracted considerable attention. This has
been triggered by the rapid development of advance technologies and learning methods …

[PDF][PDF] A Survey on Different Deep Learning Model for Human Activity Recognition Based on Application

H Bhaidasna, C Patel, Z Bhaidasna - International Journal on Recent …, 2023 - core.ac.uk
The field of human activity recognition (HAR) seeks to identify and classify an individual's
unique movements or activities. However, recognizing human activity from video is a …

A review of deep learning-based human activity recognition on benchmark video datasets

V Sharma, M Gupta, AK Pandey, D Mishra… - Applied Artificial …, 2022 - Taylor & Francis
Different types of research have been done on video data using Artificial Intelligence (AI)
deep learning techniques. Most of them are behavior analysis, scene understanding, scene …

A survey on human action recognition and detection techniques

S Patil, KS Prabhushetty - ICT analysis and applications, 2022 - Springer
The recognition and detection of activities of human have gathered a significant research
importance in the field of computer vision. In the current paper, a performance evaluation on …