Adaptive discriminant learning for face recognition

  title={Adaptive discriminant learning for face recognition},
  author={Meina Kan and Shiguang Shan and Yu Su and Dong Xu and Xilin Chen},
  journal={Pattern Recognition},
Face recognition from Single Sample per Person (SSPP) is extremely challenging because only one sample is available for each person. While many discriminant analysis methods, such as Fisherfaces and its numerous variants, have achieved great success in face recognition, these methods cannot work in this scenario, because more than one sample per person are needed to calculate the within-class scatter matrix. To address this problem, we propose Adaptive Discriminant Analysis (ADA) in which the… CONTINUE READING
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Publications referenced by this paper.
Showing 1-10 of 55 references

Eigenfaces vs

P. N. Belhumeur, J. P. Hespanha, D. J. Kriegman
Fisherfaces recognition using class specific linear projection, IEEE Transactions on Pattern Analysis and Machine Intelligence 19 (7) • 1997
View 8 Excerpts
Highly Influenced

Face recognition using FLDA with single training image per person

Applied Mathematics and Computation • 2008
View 3 Excerpts
Highly Influenced

Face recognition with one training image per person

Pattern Recognition Letters • 2002
View 3 Excerpts
Highly Influenced

Xm2vtsdb: the Extended M2vts Database

View 3 Excerpts
Highly Influenced

Eigenfaces for Recognition

Journal of Cognitive Neuroscience • 1991
View 5 Excerpts
Highly Influenced

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