Erhältlich:
Nicht auf Lager
Buch (Softcover): Fachbuch
Facial Feature Extraction for Biometrics
Verlag:
Our Knowledge Publishing Unsere-Artikel-Nr.: P36346472
EAN: 9786630285512
Erhältlich:
Nicht auf Lager
Zustellung: Mi, 23.09.2026
Versand: Kostenlos
-7.8 %
CHF 64.–
CHF 59.–
Beschreibung
This book discusses facial biometrics, focusing on the feature extraction stage in a facial recognition system. It presents a comparative study of four main methods: Local Binary Pattern (LBP), Binarized Statistical Image Features (BSIF), Local Phase Quantization (LPQ), and Histograms of Oriented Gradients (HOG). The performance of these methods is evaluated on the NUAA and PAL datasets. Classification is performed using Support Vector Machines (SVMs) to measure the effectiveness of each descriptor. The results show that LBP is the most effective method on NUAA, while HOG achieves better results on PAL, highlighting the impact of the choice of feature extraction method on system performance.
Spezifikationen
Sprache
- Englisch
Autor
- Mohcene Bessaoudi
Erscheinungsjahr
- 2026
Format
- Buch (Softcover)
Anzahl Seiten
- 60