Logo Lanfrica
  • Home
  • Atlas
  • Insights
  • Docs
  • Sign in

© 2026 Lanfrica. All rights reserved. All copyrights of the resources shown on the Lanfrica website belong to the original copyright holders, unless explicitly stated otherwise.

Classification of Fused Images using Radial Basis Function Neural Network for Human Face Recognition

Record type:

paper
Creator:
BhoBhaNasBas
Host:avatar
Here an efficient fusion technique for automatic face recognition has been presented. Fusion of visual and thermal images has been done to take the advantages of thermal images as well as visual images. By employing fusion a new image can be obtained, which provides the most detailed, reliable, and discriminating information. In this method fused images are generated using visual and thermal face images in the first step. In the second step, fused images are projected into eigenspace and finally classified using a radial basis function neural network. In the experiments Object Tracking and Classification Beyond Visible Spectrum (OTCBVS) database benchmark for thermal and visual face images have been used. Experimental results show that the proposed approach performs well in recognizing unknown individuals with a maximum success rate of 96%.

Visit

arxiv.org

Tasks

computer visionimage classification

Tags

Computer Vision and Pattern Recognition

Similar

Comparative Analysis of Signal Propagation Models Using Radial Basis Function Neural Networks for Urban Wireless Network Planning in Effurun, Delta State, NigeriaA Radial Basis Scale Conjugate Gradient Deep Neural Network for the Monkeypox Transmission SystemOptimizing Weather Forecasting Accuracy via Radial Basis Function Networks, Convolutional Neural Networks and Convolutional Neural NetworksA neural network based human identification framework using ear imagesTransfer Learning Using Convolutional Neural Network Architectures for Brain Tumor Classification from MRI ImagesConvolutional Neural Network Super Resolution for Face Recognition in Surveillance Monitoring

Comparative Analysis of Signal Propagation Models Using Radial Basis Function Neural Networks for Urban Wireless Network Planning in Effurun, Delta State, Nigeria

This study presents a comparative analysis of signal propagation models using a Radial Basis Functio

A Radial Basis Scale Conjugate Gradient Deep Neural Network for the Monkeypox Transmission System

The motive of this study is to provide the numerical performances of the monkeypox transmission syst

Optimizing Weather Forecasting Accuracy via Radial Basis Function Networks, Convolutional Neural Networks and Convolutional Neural Networks

Weather forecasting is crucial for various sectors, including agriculture, disaster management, and

A neural network based human identification framework using ear images

This paper presents a framework that uses ear images for human identification. The framework makes u

Transfer Learning Using Convolutional Neural Network Architectures for Brain Tumor Classification from MRI Images

Part 3: Image processing International audience Brain tumor classification is very im

Convolutional Neural Network Super Resolution for Face Recognition in Surveillance Monitoring

International audience Due to the importance of security in society, monitoring activ