3D Palmprint Identification Using Block-Wise Features and Collaborative Representation

@article{Zhang20153DPI,
  title={3D Palmprint Identification Using Block-Wise Features and Collaborative Representation},
  author={Lin Zhang and Ying Shen and Hongyu Li and Jianwei Lu},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2015},
  volume={37},
  pages={1730-1736}
}
Developing 3D palmprint recognition systems has recently begun to draw attention of researchers. Compared with its 2D counterpart, 3D palmprint has several unique merits. However, most of the existing 3D palmprint matching methods are designed for one-to-one verification and they are not efficient to cope with the one-to-many identification case. In this paper, we fill this gap by proposing a collaborative representation (CR) based framework with l1-norm or l2-norm regularizations for 3D… CONTINUE READING

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References

Publications referenced by this paper.
SHOWING 1-10 OF 46 REFERENCES

Alternating Direction Algorithms for

VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

Efficient joint 2D and 3D palmprint matching with alignment refinement

  • 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition
  • 2010
VIEW 8 EXCERPTS
HIGHLY INFLUENTIAL

Palmprint Recognition Using 3-D Information

  • IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)
  • 2009
VIEW 12 EXCERPTS
HIGHLY INFLUENTIAL

Segmentation through Variable-Order Surface Fitting

  • IEEE Trans. Pattern Anal. Mach. Intell.
  • 1988
VIEW 6 EXCERPTS
HIGHLY INFLUENTIAL

Sparse representation or collaborative representation: Which helps face recognition?

  • 2011 International Conference on Computer Vision
  • 2011
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

Sparse Reconstruction by Separable Approximation

  • IEEE Transactions on Signal Processing
  • 2008
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

Homotopy continuation for sparse signal representation

  • Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.
  • 2005
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL