A fundamental problem of Non-negative Matrix Factorization (NMF) is that it does not always extract basis components manifesting localized features which are essential in face recognition.

• 摘要:非负矩阵分解演算法的主要问题为，无法确保产生，对于人脸辨识很重要，具备局部强化特徵的基底。