Modern Machine Learning Techniques and Their Applications in Cartoon Animation Research / IEEE Series on Systems Science and Engineering (PDF)
(Sprache: Englisch)
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...
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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
Autoren-Porträt von Jun Yu, Dacheng Tao
JUN YU, PhD, is an Associate Professor in the ComputerScience 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.
Bibliographische Angaben
- Autoren: Jun Yu , Dacheng Tao
- 2013, 1. Auflage, 208 Seiten, Englisch
- Verlag: John Wiley & Sons
- ISBN-10: 1118559983
- ISBN-13: 9781118559987
- Erscheinungsdatum: 27.03.2013
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- Größe: 33 MB
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