鲁棒的非负监督低秩鉴别嵌入算法
姚裕, 万鸣华

Robust non-negative supervised low-rank discriminant embedding algorithm
Yu YAO, Minghua WAN
表4 块遮挡下AR人脸数据库上各算法的最高识别率
算法 遮挡块大小为5×5 遮挡块大小为10×10
t=3 t=4 t=5 t=6 t=3 t=4 t=5 t=6
LDA 42.14% 50.72% 53% 58.5% 39.97% 46.45% 50.61% 54%
LRR 61.68% 65.11% 69.85% 74.93% 58.75% 62.11% 66.25% 71.99%
LPP 58.17% 63.90% 67.9% 72% 55.21% 60.06% 63.45% 69%
SLPP 64.05% 67.91% 71.2% 75.98% 61.26% 65.77% 69.21% 73.11%
NMF 62.33% 68.11% 72.25% 77.25% 61.07% 66.21% 71.33% 75.81%
RNMF 68.21% 72.11% 76.25% 79% 65.33% 69.25% 73.67% 76%
LRNF 70.15% 74% 77.15% 82.97% 70% 75.11% 76.87% 80.46%
NSLRE 75.23% 78.16% 82.33% 85.5% 72.17% 77.04% 80.95% 83.25%