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Modern machine learning techniques and their applications in cartoon animation research

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Modern machine learning techniques and their applications in cartoon animation research/ Jun Yu, Dacheng Tao.
作者:	Yu, Jun.
其他作者:	Tao, Dacheng,
出版者:	Hoboken, New Jersey :John Wiley & Sons, Inc., : c2013.,
面頁冊數:	1 online resource (xii, 196 p.) :ill. (some col.). :
附註:	"Systems, Man, & Cybernetics Society."
標題:	Machine learning. -
電子資源:	http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6497234
ISBN:	9781118559963

Modern machine learning techniques and their applications in cartoon animation research
Yu, Jun.

Modern machine learning techniques and their applications in cartoon animation research[electronic resource] /Jun Yu, Dacheng Tao. - First edition. - Hoboken, New Jersey :John Wiley & Sons, Inc.,c2013. - 1 online resource (xii, 196 p.) :ill. (some col.). - IEEE Press series on systems science and engineering. - IEEE Press series on systems science and engineering..

"Systems, Man, & Cybernetics Society."

Includes bibliographical references and index.

Introduction -- Modern machine learning techniques -- Animation research: a brief introduction -- Animation research: modern techniques -- Index.

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

ISBN: 9781118559963Subjects--Topical Terms:

561253
Machine learning.
Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: Q325.5 / .Y83 2013eb

Dewey Class. No.: 006.6/96

Modern machine learning techniques and their applications in cartoon animation research
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245 1 0 $a Modern machine learning techniques and their applications in cartoon animation research $h [electronic resource] / $c Jun Yu, Dacheng Tao.
250 $a First edition.
260 $a Hoboken, New Jersey : $b John Wiley & Sons, Inc., $c c2013.
300 $a 1 online resource (xii, 196 p.) : $b ill. (some col.).
490 1 $a IEEE Press series on systems science and engineering
500 $a "Systems, Man, & Cybernetics Society."
500 $a Edition statement from running title area.
504 $a Includes bibliographical references and index.
505 0 $a Introduction -- Modern machine learning techniques -- Animation research: a brief introduction -- Animation research: modern techniques -- Index.
520 $a 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
588 $a Description based on print version record.
650 0 $a Machine learning. $3 561253
650 0 $a Computer animation. $3 562532
650 7 $a COMPUTERS / Digital Media / Video & Animation $2 bisacsh $3 973580
655 4 $a Electronic books. $2 local $3 554714
700 1 $a Tao, Dacheng, $d 1978- $3 797392
830 0 $a IEEE Press series on systems science and engineering. $3 880918
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