Incremental Matrix-Based Subspace Method for Matrix-Based Feature Extraction

Figure 1

Two-dimensional examples. From top to bottom, the results of vector-based KPCA, standard MKPCA, and the proposed method, respectively. From left to right, projection contour lines onto the first five kernels principal component (red points denote input data).