Modern Machine Learning Techniques and Their Applications in Cartoon Animation Research by Jun Yu

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Modern Machine Learning Techniques and Their Applications in Cartoon Animation Research by Jun Yu

The integration of machine learning techniques and cartoon animation research is fast becoming a hot topic. This book helps readers learn the latest machine learning techniques, including patch alignment framework; spectral clustering, graph cuts, and convex relaxation; ensemble manifold learning; multiple kernel learning; multiview subspace learning; and multiview distance metric learning. It then presents the applications of these modern machine learning techniques in cartoon animation research. With these techniques, users can efficiently utilize the cartoon materials to generate animations in areas such as virtual reality, video games, animation films, and sport simulations

JUN YU, PhD, is an Associate Professor in the Computer Science Department, School of Information Science and Engineering, Xiamen University, Xiamen, China. His current research interests include computer graphics, computer visions, and machine learning. He has authored or coauthored more than thirty scientific articles in journals including IEEE T-IP, IEEE TSMC-B, and Pattern Recognition.

DACHENG TAO, PhD, is Professor of Computer Science with the Centre for Quantum Computation & Intelligent Systems and the Faculty of Engineering & Information Technology, University of Technology, Sydney, Australia. His research applies statistics and mathematics to data analysis problems in computer vision, data mining, machine learning, multimedia, and video surveillance. He has authored more than 100 scientific articles.

SKU Unavailable
ISBN 13 9781118115145
ISBN 10 1118115147
Title Modern Machine Learning Techniques and Their Applications in Cartoon Animation Research
Author Jun Yu
Series Ieee Press Series On Systems Science And Engineering
Condition Unavailable
Binding Type Hardback
Publisher Wiley-IEEE Press
Year published 2013-04-26
Number of pages 208
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.