Machine Learning for Biometrics: Concepts Algorithms and Applications Cognitive Data Science in Sustainable Computing

$15.99

Machine Learning for Biometrics: Concepts Algorithms and Applications Cognitive Data Science in Sustainable Computing
Authors: Partha Pratim Sarangi
Year: 2022
Publisher: Elsevier
Language: English
ISBN 13: 9780323852098
ISBN 10: 323852092
Categories: Computers, Programming
Pages: 320 / 319
Edition:

Availability: 5000 in stock

SKU: 9780323852098 Categories: ,

Machine Learning for Biometrics: Concepts, Algorithms and Applications (Cognitive Data Science in Sustainable Computing) 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. In each section, different machine learning concepts and algorithms are used, such as different object detection techniques, image enhancement techniques, both global and local feature extraction techniques, and classifiers those are commonly used data science techniques. These biometrics techniques can be used as tools in Cloud computing, Mobile computing, IOT based applications, and e-health care systems for secure login, device access control, personal recognition and surveillance. Covers different machine intelligence concepts, algorithms and applications in the field of cybersecurity, e-health monitoring, secure cloud computing and secure IOT based operations Explores advanced approaches to improve recognition performance of biometric systems with the use of recent machine intelligence techniques Introduces detection or segmentation techniques to detect biometric characteristics from the background in the input sample Categories:
Computers – Programming
Year:
2022
Publisher:
Elsevier
Language:
english
Pages:
248
ISBN 10:
0323852092
ISBN 13:
9780323852098
File:
185 MB

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Machine Learning for Biometrics: Concepts Algorithms and Applications Cognitive Data Science in Sustainable Computing
$15.99

Availability: 5000 in stock