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Kernel Non-rigid Structure from Motion
Автор: capineirocapaz
Загружено: 2011-12-03
Просмотров: 1328
Описание:
In our ICCV 2011 paper we demonstrate how the kernel trick can be applied in standard non-rigid structure from motion. This approach is flexible and can use different kernels to build different non-linear models from video. Using the kernel trick, our model complements the low-rank constraint by capturing non-linear relationships in the shape coefficients of the linear model. The net effect can be seen as using non-linear dimensionality reduction to further compress the (shape) space of possible solutions.
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