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Hannes Fassold (Joanneum Research)
A survey of manifold learning and its applications for multimedia, Hannes Fassold, Proc. ICVSP, 2023
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The survey paper gives an introduction into manifold learning and how it is employed for important application fields (similarity search, image classification, synthesis & enhancement, video analysis, 3D data processing, nonlinear dimension reduction) in multimedia. Furthermore, available open source software frameworks for manifold learning are presented.
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