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JSM assumes local smoothness and joint sparsity and was initially proposed for classification of HSI.
Apart from local smoothness, no assumptions are made about the fluorescence spectra.
Across bilateral filter is applied to each veil to achieve both local smoothness and edge preservation.
The smoothness of the solution is determined by the lower order local smoothness indicators βk in each substencil.
In this work, a new smoothness indicator that measures the local smoothness of a function in a stencil is introduced.
The theorems reveal that our estimator is able to adapt to the local smoothness of the underlying regression function and the design distribution.
Similar(9)
The additional smoothness in the Laplacian eigenmap compared to the PC map might be due to the fact local correlation is weighted more highly, which gives a local smoothing effect.
The manifold topology T * defined in (1) tends to group targets of similar 3D shapes and/or the same class together, enforcing the best local semantic smoothness along the identity manifold, which is essential for a valid shape interpolation between target types.
In it, a local geometrical smoothness constraint and an original spatiotemporal cohesion constraint were incorporated, envisaging the segmented plaque based on motion field estimation.
The following is what makes local H-smoothness so useful: (Lavine [415]) Let H and (H_0) be self-adjoint and (Omega subset {mathbb {R}}) a bounded open set.
Since the neighbors surrounding each to-be-embedded pixel can be used for measuring the local complexity, the smoothness classification is more accurate, and furthermore, the prediction performance is increased.
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