Modern machine learning techniques and their applications in cartoon animation research /

• Main Author: Yu, Jun
• Other Authors: Tao, Dacheng, 1978-
• Format: eBook
• Language: English
• Published: Hoboken, New Jersey : John Wiley & Sons, Inc., [2013]
• Edition: First edition.
• Series: IEEE Press series on systems science and engineering.
• Subjects: Machine learning.; Computer animation.; COMPUTERS > Digital Media > Video & Animation.; Electronic books.
• Item Description: "Systems, Man, & Cybernetics Society."; Edition statement from running title area.
• Physical Description: 1 online resource (xii, 196 pages) : illustrations (some color).
• Bibliography: Includes bibliographical references and index.
• ISBN: 9781118559963; 1118559967; 9781118559987; 1118559983
• DOI: 10.1002/9781118559963

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.