Face Recognition: From Theory to Applications: NATO ASI Subseries F:, cartea 163
Editat de Harry Wechsler, Jonathon P. Phillips, Vicki Bruce, Francoise Fogelman Soulie, Thomas S. Huangen Limba Engleză Paperback – 10 dec 2011
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Specificații
ISBN-13: 9783642722035
ISBN-10: 3642722032
Pagini: 652
Ilustrații: IX, 636 p.
Dimensiuni: 155 x 235 x 34 mm
Greutate: 0.9 kg
Ediția:Softcover reprint of the original 1st ed. 1998
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria NATO ASI Subseries F:
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3642722032
Pagini: 652
Ilustrații: IX, 636 p.
Dimensiuni: 155 x 235 x 34 mm
Greutate: 0.9 kg
Ediția:Softcover reprint of the original 1st ed. 1998
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria NATO ASI Subseries F:
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
I : Lectures (lecturer’s name printed in bold face).- Neural and Psychophysical Analysis of Object and Face Recognition.- Multi-Modal Person Authentication.- Human Face Perception and Identification.- Discriminant Analysis of Principal Components for Face Recognition.- Inductive Principles for Learning from Data.- Phenotypic Versus Genotypic Approaches to Face Recognition.- Connectionist Methods for Human Face Processing.- Efficient Focusing and Face Detection.- Face Detection and Recognition.- The Bochum/USC Face Recognition System.- Face Recognition Using Deformable Matching.- Beyond Linear Eigenspaces: Bayesian Matching for Face Recognition.- The FERET Evaluation.- Active Vision-based Face Recognition: Issues, Applications and Techniques.- Getting Facial Features and Gestures in 3D.- Generalization to Novel Views from a Single Face Image.- Modular Forensic Architectures.- Eye Detection and Face Recognition Using Evolutionary Computation.- II : Participant Presentations (participant’s name printed in bold face).- Learning Viewpoint Invariant Face Representations from Visual Experience by Temporal Association.- Visible Speech Perception and Robustness in Face Processing.- Practical Applications of Facial Recognition: Automated Facial Recognition Access Control System.- Estimating 3D Facial Pose Using the EM Algorithm.- PCA, Neural Networks and Estimation for Face Detection.- 3D Pose Estimation of the Face from Video.- Characterizing Virtual Eigensignatures for General Purpose Face Recognition.- An Attentive Processing Strategy for the Analysis of Facial Features.- Face Location in Real Backgrounds.- Recognizing People and Behaviors.- Differences of Face and Object Recognition in Utilizing Early Visual Information.- Pulse Images for Face Recognition.- FacelessIdentification.- Pose Discrimination and Eye Detection Using Support Vector Machines (SVM).- A Practical Automatic Face Recognition System.- Feature Processing from Upright and Inverted Faces.- Using Differential Constraints to Generate a 3D Face Model from Stereo.- Fast Face Location in Complex Backgrounds.- Recognising Moving Faces.- Some Experiments on Face Recognition with Neural Networks.- Face Recognition Research at CSIRO.- Face Image Processing Supporting Epileptic Seizure Analysis.- Real-time Gaze Observation for Tracking Human Control of Attention.- A Saccadic Vision System for Landmark Detection and Face Recognition.
Caracteristici
The first book on automatic face recognition, a complex and difficult problem important for numerous applications