Biometric Authentication: A Machine Learning Approach (paperback) (Prentice Hall Information and System Sciences Series)
| Author | : | |
| Rating | : | 4.58 (796 Votes) |
| Asin | : | 0137074832 |
| Format Type | : | paperback |
| Number of Pages | : | 496 Pages |
| Publish Date | : | 2013-10-15 |
| Language | : | English |
DESCRIPTION:
Shang-Hung Lin is a senior architect at Nvidia, a leader in video and imaging products.. Sun-Yuan Kung is a professor of electrical engineering at Princeton University. Man-Wai Mak is an assistant professor at The Hong Kong Polytechnic University and chairman of the IEEE Hong Kong Section Computer Chapter. His books include VLSI Array Processors and Digital Neural Ne
A breakthrough approach to improving biometrics performanceConstructing robust information processing systems for face and voice recognitionSupporting high-performance data fusion in multimodal systemsAlgorithms, implementation techniques, and application examplesMachine learning: driving significant improvements in biometric performanceAs they improve, biometric authentication systems are becoming increasingly indispensable for protecting life and property. Three leading researchers bridge the gap between research, design, and deployment, introducing key algorithms as well as practical implementation techniques. They demonstrate how to co
This book introduces powerful machine learning techniques that significantly improve biometric performance in a broad spectrum of application domains. They demonstrate how to construct robust information processing systems for biometric authentication in both face and voice recognition systems, and to support data fusion in multimodal systems.Coverage includes: How machine learning approaches differ from conventional template matchingTheoretical pillars of machine learning for complex pattern recognition and classificationExpectation-maximization (
Too much information, not enough detail Any time you can pick up a used copy of a recently published technical book on an interesting topic at one-fourth of the retail price, you know there must be a problem. You would be right. This book tries to do three things at the same time and fails with at lea