Research Article

A Comparative Study of Human Thermal Face Recognition Based on Haar Wavelet Transform and Local Binary Pattern

Table 6

Recognition performance (own database and benchmark database) with varying numbers of eigenvectors, ANN, and minimum distance classifier.

Recognition rate (%)
ANN classifier Minimum distance
classifier
10 eigenvectors20 eigenvectors30 eigenvectors40 eigenvectors50 eigenvectors

Own database86.2783.3386.2786.2783.3389.22
Terravic Facial
Thermal Database
86.2789.2283.3392.1589.2294.11