Face recognition: challenges, achievements and future directions

M Hassaballah, S Aly - IET Computer Vision, 2015 - Wiley Online Library
Face recognition has received significant attention because of its numerous applications in
access control, law enforcement, security, surveillance, Internet communication and …

A survey on heterogeneous face recognition: Sketch, infra-red, 3D and low-resolution

S Ouyang, T Hospedales, YZ Song, X Li, CC Loy… - Image and Vision …, 2016 - Elsevier
Heterogeneous face recognition (HFR) refers to matching face imagery across different
domains. It has received much interest from the research community as a result of its …

Wasserstein CNN: Learning invariant features for NIR-VIS face recognition

R He, X Wu, Z Sun, T Tan - IEEE transactions on pattern …, 2018 - ieeexplore.ieee.org
Heterogeneous face recognition (HFR) aims at matching facial images acquired from
different sensing modalities with mission-critical applications in forensics, security and …

The casia nir-vis 2.0 face database

S Li, D Yi, Z Lei, S Liao - Proceedings of the IEEE conference on …, 2013 - cv-foundation.org
In recent years, heterogeneous face biometrics has attracted more attentions in the face
recognition community. After published in 2009, the HFB database [7] has been applied by …

A comprehensive database for benchmarking imaging systems

K Panetta, Q Wan, S Agaian, S Rajeev… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Cross-modality face recognition is an emerging topic due to the wide-spread usage of
different sensors in day-to-day life applications. The development of face recognition …

Learning discriminant face descriptor

Z Lei, M Pietikäinen, SZ Li - IEEE Transactions on pattern …, 2013 - ieeexplore.ieee.org
Local feature descriptor is an important module for face recognition and those like Gabor
and local binary patterns (LBP) have proven effective face descriptors. Traditionally, the form …

Heterogeneous face recognition using kernel prototype similarities

BF Klare, AK Jain - IEEE transactions on pattern analysis and …, 2012 - ieeexplore.ieee.org
Heterogeneous face recognition (HFR) involves matching two face images from alternate
imaging modalities, such as an infrared image to a photograph or a sketch to a photograph …

Matching forensic sketches to mug shot photos

B Klare, Z Li, AK Jain - IEEE transactions on pattern analysis …, 2010 - ieeexplore.ieee.org
The problem of matching a forensic sketch to a gallery of mug shot images is addressed in
this paper. Previous research in sketch matching only offered solutions to matching highly …

Learning invariant deep representation for nir-vis face recognition

R He, X Wu, Z Sun, T Tan - Proceedings of the AAAI Conference on …, 2017 - ojs.aaai.org
Visual versus near infrared (VIS-NIR) face recognition is still a challenging heterogeneous
task due to large appearance difference between VIS and NIR modalities. This paper …

Not afraid of the dark: Nir-vis face recognition via cross-spectral hallucination and low-rank embedding

J Lezama, Q Qiu, G Sapiro - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
Surveillance cameras today often capture NIR (near infrared) images in low-light
environments. However, most face datasets accessible for training and verification are only …