Kernel collaborative representation-based classifier for face recognition

@article{Wang2013KernelCR,
  title={Kernel collaborative representation-based classifier for face recognition},
  author={Biao Wang and Weifeng Li and Norman Poh and Qingmin Liao},
  journal={2013 IEEE International Conference on Acoustics, Speech and Signal Processing},
  year={2013},
  pages={2877-2881}
}
Recent research has shown that collaborative representation-based classifier (CRC) can lead to promising results for the classification of face images. However, CRC is conducted in the original image space rather than the nonlinear high dimensional feature space in which features belonging to the same class are better grouped together and thus can be easily separable. To address this problem, this paper presents a novel classifier, Kernel Collaborative Representation-based Classifier (KCRC), by… CONTINUE READING
Highly Cited
This paper has 21 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 15 extracted citations

Tensor kernel supervised dictionary learning for face recognition

2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA) • 2015
View 6 Excerpts
Highly Influenced

Joint kernel collaborative representation on Tensor manifold for face recognition

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) • 2014
View 8 Excerpts
Highly Influenced

Multikernel Adaptive Collaborative Representation for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing • 2018
View 5 Excerpts
Highly Influenced

Kernel Combined Sparse Representation for Disease Recognition

IEEE Transactions on Multimedia • 2016
View 10 Excerpts
Highly Influenced

Convolutional sparse coding for face recognition

2017 4th International Conference on Information, Cybernetics and Computational Social Systems (ICCSS) • 2017

References

Publications referenced by this paper.
Showing 1-10 of 17 references

Kernel Sparse Representation-Based Classifier

IEEE Transactions on Signal Processing • 2012
View 7 Excerpts
Highly Influenced

Robust Face Recognition via Sparse Representation

IEEE Transactions on Pattern Analysis and Machine Intelligence • 2009
View 8 Excerpts
Highly Influenced

Eigenfaces for Recognition

Journal of Cognitive Neuroscience • 1991
View 9 Excerpts
Highly Influenced

Linear Regression for Face Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence • 2010
View 4 Excerpts
Highly Influenced

Toward a Practical Face Recognition System: Robust Alignment and Illumination by Sparse Representation

IEEE Transactions on Pattern Analysis and Machine Intelligence • 2012
View 2 Excerpts

Kernel sparse representation with local patterns for face recognition

2011 18th IEEE International Conference on Image Processing • 2011
View 3 Excerpts

Similar Papers

Loading similar papers…