Kernel Two-Dimensional Nonnegative Matrix Factorization: A New Method to Target Detection for UUV Vision System

Figure 5

Underwater target matching degree (7th testing) over training number is 1000 for BDPCA, RC2DPCA, 2DNMF, PNMF, MKNMF, and K2DNMF on the testing set 1.