A Deep Learning Based Hybrid Approach for Human Physical Activity Recognition in Thermal Imaging

P Srihari, J Harikiran - International Journal of Computer …, 2022 - cspub-ijcisim.org
One of the tough topics of research is the recognition of human action in the supervision
video presently. To classify using traditional algorithms of image processing the human …

Human activity recognition in thermal infrared imaging based on deep recurrent neural networks

SAF Manssor, Z Ren, R Huang… - 2021 14th International …, 2021 - ieeexplore.ieee.org
Human activity recognition (HAR) is a vast branch of research that focuses on determining
the specific action of a person according to sensor data. However, predicting human activity …

Effective framework for human action recognition in thermal images using capsnet technique

P Srihari, J Harikiran, BS Chandana… - Journal of Intelligent & …, 2023 - content.iospress.com
Recognizing human activity is the process of using sensors and algorithms to identify and
classify human actions based on the data collected. Human activity recognition in visible …

Human activity recognition in untrimmed video using deep learning for sports domain

D Deotale, M Verma - 2020 - papers.ssrn.com
Rapid changing in technology automated human activity recognition most research topic
nowadays. As motion camera very problematic for monitoring the human activity in different …

Human activity recognition for Untrimmed video using deep Learning approach

DG Deotale - 2023 - lrcdrs.bennett.edu.in
The world around us, humans, is constantly changing and technologically evolving. Earth
with all its sentient and non-sentient beings are getting connected to each other at an …

Human Activity Recognition using Machine Learning

S Ziyan, MR Manu - … of Research in Engineering, Science and …, 2021 - journal.ijresm.com
The subject of Human Activity recognition (HAR) could also be a prominent research area
topic within the sector of computer vision and image processing area. It has privileged state …

Classifying behaviours in videos with recurrent neural networks

J Abellan-Abenza, A Garcia-Garcia, S Oprea… - International Journal of …, 2017 - igi-global.com
This article describes how the human activity recognition in videos is a very attractive topic
among researchers due to vast possible applications. This article considers the analysis of …

Augmenting the Surveillance using Tailor-made Thermal Dataset for Human Activity Recognition

S Mahajan, A Waghumbare, U Singh - International Journal for …, 2024 - papers.ssrn.com
This paper presents an ameliorated approach for human activity recognition (HAR) using
thermal cameras. The use of thermal imagery is crucial in scenarios where traditional …

Classifying Human Activities using CNN and ConvLSTM in Video Sequences

R Gera, KR Ambati, P Chakole… - … on Paradigm Shifts …, 2023 - ieeexplore.ieee.org
Video surveillance plays an important role to analyze any anomaly activity in the given
premises. However, cameras can only capture the video information but cannot determine …

Segregating and Recognizing Human Actions from Video Footages Using LRCN Technique

M Pandya, A Pillai, H Rupani - Advanced Machine Learning Technologies …, 2021 - Springer
Computer vision is a vast area of research that includes extracting useful information from
images or sequence of images. Human activity recognition is one such field undergoing lots …