Real Time Face Detection and Recognition: Matlab Based Facial Recognition System - Softcover

Bhusari, Pankaj; Bhusari, Komal

Softcover

ISBN 10: 6206752089 ISBN 13: 9786206752080

Verlag: LAP LAMBERT Academic Publishing, 2023

Inhaltsangabe

Security and surveillance are the two important aspects of human being in day to day life. In this project, it has been proposed that face detection and recognition system will capable of processing images very fast at 15 or 20 frames/sec with 544 x 288, 640 x 480 or any resolution from C270HD Logitech webcam, while acquiring maximum true detection rate and very low false positive rate. In our implementation system, we followed three aspects which are important. First one is Viola and Jones algorithm for face detection, second is principal component analysis algorithm for facial feature extraction purpose and last is data base created by us. We have taken total of 80 images in database with pixel size (resolution) of 182 x 182. Total of 8 subjects each having 10 images with different aspects like illumination, head angles, obstacles etc. Euclidean distance measurement technique is used for excellent matching between input image and database image. Minimum is the distance maximum is the matching. System has overall classification accuracy of 87.5% with false acceptance of 91.6667% and false rejection of 87.5%.

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Über die Autorin bzw. den Autor

Prof. Pankaj R. Bhusari arbeitet derzeit als Assistenzprofessor in der Abteilung Elektronik und Computertechnik am CSMSS Chh. Shahu College of Engineering Chhatarpati Sambhajinagar Maharashtra. Er hat mehr als 05 Jahre Erfahrung im Lehrbereich. Er hat seinen Master of Engineering (M.E.) in VLSI und eingebetteten Systemen und B.E. abgeschlossen.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2023
• Sprache: Englisch
• ISBN 10: 6206752089
• ISBN 13: 9786206752080
• Einband: Taschenbuch
• Anzahl der Seiten: 52
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: KreGa Onlinehandel GmbH; 4950000000000; info@krega-onlinehandel.de; ; Birkenweg 31; Brakel; 33034; Deutschland