Machine Learning for Biometrics: Concepts, Algorithms and Applications (Cognitive Data Science in Sustainable Computing) 1st Edition – eBook PDF
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Machine Learning for Biometrics: Concepts, Algorithms and Applications (Cognitive Data Science in Sustainable Computing) – Ebook PDF
Machine Learning for Biometrics: Concepts, Algorithms and Applications (Cognitive Data Science in Sustainable Computing) 1st Edition – Ebook PDF Instant Delivery – ISBN(s): 9780323852098,0323852092,9780323903394, 0323903398
Product details:
- ISBN-10 : 0323903398
- ISBN-13 : 9780323903394
- Author: Partha Pratim Sarangi, Madhumita Panda, Subhashree Mishra, Bhabani Shankar Prasad Mishra, Banshidhar Majhi
Machine Learning for Biometrics: Concepts, Algorithms and Applications highlights the fundamental concepts of machine learning, processing and analyzing data from biometrics and provides a review of intelligent and cognitive learning tools which can be adopted in this direction. Each chapter of the volume is supported by real-life case studies, illustrative examples and video demonstrations. The book elucidates various biometric concepts, algorithms and applications with machine intelligence solutions, providing guidance on best practices for new technologies such as e-health solutions, Data science, Cloud computing, and Internet of Things, etc.
Table contents:
Chapter 1: Machine learning approach for longitudinal face recognition of children
Chapter 2: Thermal biometric face recognition (TBFR): A noncontact face biometry
Chapter 3: Multimodal biometric recognition using human ear and profile face: An improved approach
Chapter 4: Statistical measures for Palmprint image enhancement
Chapter 5: Retina biometrics for personal authentication
Chapter 6: Gender recognition from facial images using multichannel deep learning framework
Chapter 7: Implementation of cardiac signal for biometric recognition from facial video
Chapter 8: Real-time emotion engagement tracking of students using human biometric emotion intensities
Chapter 9: Facial identification expression-based attendance monitoring and emotion detection—A deep CNN approach
Chapter 10: Contemporary survey on effectiveness of machine and deep learning techniques for cyber security
Chapter 11: A secure biometric authentication system for smart environment using reversible data hiding through encryption scheme
Chapter 12: An efficient and untraceable authentication protocol for cloud-based healthcare system
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