Hallucinating the Full Face from the Periocular Region via Dimensionally Weighted K-SVD

@article{JuefeiXu2014HallucinatingTF,
  title={Hallucinating the Full Face from the Periocular Region via Dimensionally Weighted K-SVD},
  author={Felix Juefei-Xu and Dipan K. Pal and Marios Savvides},
  journal={2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops},
  year={2014},
  pages={1-8}
}
Identifying a suspect wearing a mask (where only the suspect's periocular region is visible) is one of the toughest real-world challenges in biometrics that exist. In this paper, we present a practical method to hallucinate the full frontal face given only the periocular region of a face. This is an important problem faced in many law-enforcement applications on almost a daily basis. In such real-world situations, we only have access to the periocular region of a person's face. Unfortunately… CONTINUE READING
Highly Cited
This paper has 27 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 19 extracted citations

Electromyograph and keystroke dynamics for spoof-resistant biometric authentication

2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) • 2015
View 11 Excerpts
Method Support
Highly Influenced

NIR-VIS heterogeneous face recognition via cross-spectral joint dictionary learning and reconstruction

2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) • 2015
View 11 Excerpts
Highly Influenced

Pokerface: Partial order keeping and energy repressing method for extreme face illumination normalization

2015 IEEE 7th International Conference on Biometrics Theory, Applications and Systems (BTAS) • 2015
View 5 Excerpts
Highly Influenced

Fastfood dictionary learning for periocular-based full face hallucination

2016 IEEE 8th International Conference on Biometrics Theory, Applications and Systems (BTAS) • 2016

Periocular biometrics: databases, algorithms and directions

2016 4th International Conference on Biometrics and Forensics (IWBF) • 2016
View 1 Excerpt

References

Publications referenced by this paper.
Showing 1-10 of 19 references

Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence • 2013
View 1 Excerpt

Can your eyebrows tell me who you are?

2011 5th International Conference on Signal Processing and Communication Systems (ICSPCS) • 2011
View 1 Excerpt

Periocular Biometrics in the Visible Spectrum

IEEE Transactions on Information Forensics and Security • 2011
View 1 Excerpt

Robust periocular biometric recognition using multi-level fusion of various local feature extraction techniques

F. Juefei-Xu, M. Cha, M. Savvides, S. Bedros, J. Trojanova
IEEE 17th International Conference on Digital Signal Processing (DSP), • 2011
View 1 Excerpt

Identifying useful features for recognition in near-infrared periocular images

2010 Fourth IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS) • 2010
View 1 Excerpt