Pattern Recognition, Machine Intelligence and Biometrics

ISBN-13: 9783662585450 / Angielski / Miękka / 2018 / 866 str.

Patrick S. P. Wang

Opis

Pattern Recognition, Machine Intelligence and Biometrics covers recent developments in the field of pattern recognition using artificial intelligence technologies. Topics include image analysis and fingerprint recognition, facial expressions and emotions, handwriting and signatures, and more.

Recenzje

From the reviews:

"This book is a collection of 31 scientific papers organized in four main sections: 'Pattern recognition and Machine Intelligence', 'Computer Vision and Image Processing', 'Face Recognition and Forensics' and 'Biometrics Authentication'. These chapters cover a broad domain making the book appealing to a large group of specialists." (Leon Todoran, IAPR Newsletter, Vol. 34 (4), October, 2012)

Spis treści

Introductions and Editorial.- Fingerprint Analysis and Recognition.- Handwriting Analysis and Extraction.- Symbolic Factorial Discriminant Analysis for Face Recognition.- Noniterative 3D Face Reconstruction Based on Photometric Stereo.- Multimodal Biometrics by Face and Hand Images.- Signature Verification Technique Using Data Glove.- Performance Comparisons of Facial Expression Recognition in JAFFE Database.- Inverse Biometrics for Mouse Dynamics.- User Friendly Identification with Stepping.- Colored Faces and Facial Features Extractions.- Comparison of ROC and Likelihood Decision Methods in Fingerprint Analysis and Recognition.- Facial Metamorphosis for Biometric Applications.- Genetic Algorithm Using Fingerprint and Iris Biometrics.- Fingerprint Asymmetry Measures.- Application Iris Recognition Using Classifier Combination.- Development of Handwriting Recognition of Whiteboard Notes.- Recent Development of Speech Analysis and Recognition in Biometrics.- Case Studies of Ambiguities of Biometrics.- Conclusions, Open Problems, and Future Research.- Other Related Subtopics by Prominent Professionals.