Face Recognition

From Theory to Applications

Harry Wechsler, Jonathon P. Phillips, Vicki Bruce, Francoise Fogelman Soulie, Thomas S. Huang (Herausgeber)

Buch | Hardcover

IX, 636 Seiten

1998 | 1., Aufl.
Springer Berlin (Verlag)
978-3-540-64410-1 (ISBN)

Infos

This is the first book on automatic face recognition. Face recognition is a complex and difficult problem that is important for surveillance and security, telecommunications, digital libraries, and human-computer intelligent interactions. The book is based on a NATO Advanced Study Institute held in 1997 at which leading researchers provided a broad overview on face recognition and identified trends for future developments and the means for implementing robust systems. The methods presented are synergetic efforts from the fields signal and image processing, pattern recognition, machine learning, neural networks, psychophysics, and system engineering. The emphasis is on tested methods such as principal component analysis, dynamic link architecture, support vector machines, and video processing. TOC:Major topics: Human processing of face recognition and its relevance to forensic systems.- Face coding.- Connectionist methods and support vector machines (SVM).- Hybrid methods for face recognition.- Predictive learning and performance evaluation.

Produkt-Details

• Reihe/Serie: NATO ASI Series F: Computer and Systems Sciences
• Sprache: englisch
• Maße: 155 x 235 mm
• Gewicht: 1045 g
• Einbandart: gebunden
• Themenwelt: Mathematik / Informatik ► Informatik
• Schlagworte: biometrics • computer vision • face perception • HC/Informatik, EDV/Informatik • Image Processing • machine learning • Mustererkennung • Neural networks • pattern recognition
• ISBN-10: 3-540-64410-5 / 3540644105
• ISBN-13: 978-3-540-64410-1 / 9783540644101
• Zustand: Neuware