Facial Kinship Verification: A Machine Learning Approach

Author:   Haibin Yan ,  Jiwen Lu
Publisher:   Springer Verlag, Singapore
Edition:   1st ed. 2017
ISBN:  

9789811044830


Pages:   82
Publication Date:   08 June 2017
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Facial Kinship Verification: A Machine Learning Approach


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Author:   Haibin Yan ,  Jiwen Lu
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
Edition:   1st ed. 2017
Weight:   1.533kg
ISBN:  

9789811044830


ISBN 10:   981104483
Pages:   82
Publication Date:   08 June 2017
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

1. Introduction to Facial Kinship Verification.- 2. Feature Learning for Facial Kinship Verification.- 3. Metric Learning for Facial Kinship Verification.- 4. Video-Based Facial Kinship Verification.- 5. Conclusions and Future Work.

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Author Information

Dr. Haibin Yan received her B.Eng. and M.Eng. degrees from the Xi'an University of Technology, Xi'an, China, in 2004 and 2007, and her Ph.D. degree from the National University of Singapore in 2013, all in mechanical engineering. She is currently an assistant professor at the School of Automation, Beijing University of Posts and Telecommunications, China. From October 2013 to July 2015, she was a research fellow at the Department of Mechanical Engineering, National University of Singapore, Singapore. Her research interests include pattern recognition and robotic vision. She has published more than 20 papers in major journals, such as the IEEE Transactions on Cybernetics, the IEEE Transactions on Information Forensics and Security, and Image and Vision Computing. Her research on facial kinship verification was funded by the National Science Foundation of China in 2016. Dr. Jiwen Lu received his B.Eng. degree in mechanical engineering and M.Eng. degree in electrical engineering from the Xi'an University of Technology, Xi'an, China, and his Ph.D. degree in electrical engineering from the Nanyang Technological University, Singapore, in 2003, 2006, and 2012, respectively. He is currently an associate professor at the Department of Automation, Tsinghua University, Beijing, China. From March 2011 to November 2015, he was a research scientist at the Advanced Digital Sciences Center, Singapore. His research interests include computer vision, pattern recognition, and machine learning. He has authored/co-authored over 140 scientific papers in these areas, 38 of which were IEEE Transactions papers. He serves/has served as an associate editor of Pattern Recognition Letters, Neurocomputing, and IEEE Access; a managing guest editor of Pattern Recognition and Image and Vision Computing, a guest editor of Computer Vision and Image Understanding, and an elected member of the Information Forensics and Security Technical Committee of the IEEE Signal ProcessingSociety. He is/was a workshop chair/special session chair/area chair for more than 10 international conferences. He was a recipient of the National 1000 Young Talents Plan Program in 2015.

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