Open access peer-reviewed Edited Volume

Machine Learning and Biometrics


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We are entering the era of big data, and machine learning can be used to analyze this deluge of data automatically. Machine learning has been used to solve many interesting and often difficult real-world problems, and the biometrics is one of the leading applications of machine learning. This book introduces some new techniques on biometrics and machine learning, and new proposals of using machine learning techniques for biometrics as well. This book consists of two parts: "Biometrics" and "Machine Learning for Biometrics." Parts I and II contain four and three chapters, respectively. The book is reviewed by editors: Prof. Jucheng Yang, Prof. Dong Sun Park, Prof. Sook Yoon, Dr. Yarui Chen, and Dr. Chuanlei Zhang.

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Machine Learning and BiometricsEdited by Jucheng Yang

Published: August 29th 2018

DOI: 10.5772/intechopen.71297

ISBN: 978-1-78923-591-3

Print ISBN: 978-1-78923-590-6

eBook (PDF) ISBN: 978-1-83881-556-1

Copyright year: 2018

Books open for chapter submissions

5724 Total Chapter Downloads

13 Crossref Citations

8 Web of Science Citations

19 Dimensions Citations


Open access peer-reviewed

1. Introductory Chapter: Machine Learning and Biometrics

By Jucheng Yang, Yarui Chen, Chuanlei Zhang, Dong Sun Park and Sook Yoon


Open access peer-reviewed

2. Recognition of Eye Characteristics

By Martin Drahanský


Open access peer-reviewed

3. A Survey on Soft Biometrics for Human Identification

By Abdelgader Abdelwhab and Serestina Viriri


Open access peer-reviewed

4. Face Recognition with Facial Occlusion Based on Local Cycle Graph Structure Operator

By Jucheng Yang, Lingchao Zhang, Meng Li, Tingting Zhao, Yarui Chen, Jianzheng Liu and Na Liu


Open access peer-reviewed

5. Electrocardiogram Recognization Based on Variational AutoEncoder

By Shaojie Chen, Zhaopeng Meng and Qing Zhao


Open access peer-reviewed

6. A Survey on Methods of Image Processing and Recognition for Personal Identification

By Ryszard S. Choras


Open access peer-reviewed

7. A Human Body Mathematical Model Biometric Using Golden Ratio: A New Algorithm

By Evon Abu-Taieh and Hamed S. Al-Bdour


Edited Volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI

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