Apr 8, 2016 � LLE algorithm is an efficient tool of NLDR, and it is able to project high dimensional data into a low dimensional space, in which the original�...

图像预测是图像和视频编码中非常重要的一步。LLE（局部线性嵌入）是一种著名的NLDR（非线性降维）算法，它能够将高维图像块投影到低维嵌入空间中。本文涉及通过LLE算法的一维�...

This paper proposes a 1D representation of isometric feature mapping (Isomap) based united video coding algorithms. First, 1D Isomap representations that�...

This paper describes two new intraimage prediction methods based on two data dimensionality reduction methods: nonnegative matrix factorization (NMF) and�...

Below, we will use different techniques to embed the digits dataset. We will plot the projection of the original data onto each embedding.

This paper demonstrates the utility of the locally linear embedding (LLE) dimensionality reduction technique for automated, rapid classification of signals.

This paper proposes a 1D representation of isometric feature mapping (Isomap) based united video coding algorithms. First, 1D Isomap representations that�...

Missing: 1D | Show results with:1D

The method, Hessian-based locally linear embedding, derives from a conceptual framework of local isometry in which the manifold M, viewed as a Riemannian�...

The locally linear embedding (LLE) algorithm is useful for analyzing sets of very different geoscientific images, ranging from smooth potential field images�...