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Face images are always affected by variations in illumination conditions and different facial expressions in the real world. Recently, local discriminant embedding (LDE) was proposed to manifold learning and pattern classification. LDE achieves good discriminating performance by integrating the information of neighbor and class relations between data points. But LDE cannot solve illumination problem...
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