Deep Learning for Human Action Recognition

S Amrutha, S Akash, N Manohar - 2023 14th International …, 2023 - ieeexplore.ieee.org
The Understanding of human behavior and assigning a label to each action is what Human
Action Recognition (HAR) is all about. Its main objective is to accurately characterize human …

Deep Learning based Human Action Recognition

R Pandey, Y Chikhale, R Verma… - ITM Web of …, 2021 - itm-conferences.org
Human action recognition has become an important research area in the fields of computer
vision, image processing, and human-machine or human-object interaction due to its large …

Light-Weight Deep Learning Model for Human Action Recognition in Videos

R Kumar, S Kumar - 2023 6th International Conference on …, 2023 - ieeexplore.ieee.org
Human Action Recognition (HAR) from a visual stream has recently attained much
researcher consideration in the domain of computer vision. Due to its large applications like …

Modelling a deep learning framework for recognition of human actions on video

F Santos, D Durães, F Marcondes, M Gomes… - World Conference on …, 2021 - Springer
In Human action recognition, the identification of actions is a system that can detect human
activities. The types of human activity are classified into four different categories, depending …

An automated human action recognition and classification framework using deep learning

S Waheed, R Amin, J Iqbal, M Hussain… - 2023 4th International …, 2023 - ieeexplore.ieee.org
Human activity recognition has captivated the interest of researchers due to its significant
applications such as smart home health care systems in which this technology can be …

Comparative Evaluation of Human Action Recognition using Deep Learning Architectures

U Deep, S Kumar, K Singla - 2024 11th International …, 2024 - ieeexplore.ieee.org
Recent developments in deep learning have revolutionized the field of activity recognition by
humans and other entities. These advancements allow models to learn complex …

A Hybrid Architecture for Action Recognition in Videos Using Deep Learning

KAK Reddy, CV Sai, SVVS Akella, P Kumar - Proceedings of International …, 2023 - Springer
Recognition of human actions in videos could be a difficult task that has received a great
deal of importance within the analysis community. The actions of the people in the video …

Human Action Recognition in Videos Using Inception-v4 Deep Learning Model

CJ Prabhakar - 2024 Second International Conference on …, 2024 - ieeexplore.ieee.org
The goal of video-based Human Action Recognition systems is to automatically analyses
and recognize the actions performed by human being in videos. HAR is extensively applied …

Human action recognition using deep learning methods (CNN-LSTM) without sensors

K Latha, M Musammil - 2022 1st International Conference on …, 2022 - ieeexplore.ieee.org
Surveillance System is gaining attention in recent years in the computer vision field that's
where the Human Activity Recognition using videos feed plays an important role. The …

Exploiting Video Classification Using Deep Learning Models for Human Activity Recognition

U Singh, N Singhal - Computer Vision and Robotics: Proceedings of CVR …, 2023 - Springer
One of the most important and challenging research areas in the fields of Computer Vision is
Human Activity Recognition (HAR). It has various applications including human-computer …