SVM directed machine learning classifier for human action recognition network

SVM directed machine learning classifier for human action recognition network

Abstract Understanding human behavior and human action recognition are both essential components of effective surveillance video analysis for the purpose of guaranteeing public safety. However, existing approaches such as three-dimensional convolutional neural networks (3D CNN) and two-stream neural...

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Bibliographic Details
Main Authors: Dharmanna Lamani, Pramod Kumar, A Bhagyalakshmi, J. Maria Shanthi, Lakshmana Phaneendra Maguluri, Mohammad Arif, C Dhanamjayulu, Sathish Kumar. K, Baseem Khan
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Support vector machine (SVM)
Spatial motion
Three-dimensional convolutional neural networks (3D CNN)
Directed acyclic graphs
Human action recognition network (HARNet)
Online Access:https://doi.org/10.1038/s41598-024-83529-7
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