Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-Spectral Hallucination and Low-Rank Embedding

Keywords

Artificial intelligence, Embedding, Deep learning, Computer science, Pattern recognition (psychology)

References

• Large Margin Coupled Feature Learning for cross-modal face recognitionYi Jin, Jiwen Lu, Qiuqi Ruan — 2015
• Learning Face Representation from ScratchYi Dong, Zhen Lei, Shengcai Liao — 2014
• Shared representation learning for heterogenous face recognitionYi Dong, Zhen Lei, Stan Z. Li — 2014
• Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet ClassificationKaiming He, Xiangyu Zhang, Shaoqing Ren — 2015
• Labeled Faces in the Wild: A Database forStudying Face Recognition in Unconstrained EnvironmentsGary B. Huang, Marwan Mattar, Tamara L. Berg — 2008
• NIR-VIS heterogeneous face recognition via cross-spectral joint dictionary learning and reconstructionFelix Juefei-Xu, Dipan K. Pal, Marios Savvides — 2015
• Heterogeneous Face Recognition: Matching NIR to Visible Light ImagesBrendan Klare, Anil K. Jain — 2010
• Return of the Devil in the Details: Delving Deep into Convolutional NetsKen Chatfield, Karen Simonyan, Andrea Vedaldi — 2014
• A Proof of Convergence of the Concave-Convex Procedure Using Zangwill's TheoryBharath K. Sriperumbudur, Gert Lanckriet — 2012
• A local-coloring method for night-vision colorization utilizing image analysis and fusionYufeng Zheng, Edward A. Essock — 2008
• Multi-spectral SIFT for scene category recognitionMatthew A. Brown, Sabine Süsstrunk — 2011
• Heterogeneous face image matching using multi-scale featuresSifei Liu, Yi Dong, Zhen Lei — 2012
• Multi-spectral face recognition: Identification of people in difficult environmentsThirimachos Bourlai, Bojan Čukić — 2012
• Learning Compact Binary Face Descriptor for Face RecognitionJiwen Lu, Venice Erin Liong, Xiuzhuang Zhou — 2015
• Matching heterogeneous periocular regions: Short and long standoff distancesZhicheng Cao, Natalia A. Schmid — 2014
• The CASIA NIR-VIS 2.0 Face DatabaseStan Z. Li, Yi Dong, Zhen Lei — 2013
• One millisecond face alignment with an ensemble of regression treesVahid Kazemi, Josephine Sullivan — 2014
• Domain Adaptive Self-Taught Learning for Heterogeneous Face RecognitionCheng-An Hou, Min-Chun Yang, Yu-Chiang Frank Wang — 2014
• FaceNet: A unified embedding for face recognition and clusteringFlorian Schroff, Dmitry Kalenichenko, James Philbin — 2015
• Hallucinating faces from thermal infrared imagesJun Li, Pengwei Hao, Chao Zhang — 2008

Cited by

• Adversarial Discriminative Heterogeneous Face RecognitionLingxiao Song, Man Zhang, Xiang Wu — 2017
• Intelligent Synthesis Driven Model Calibration: Framework and Face Recognition ApplicationQiang Qiu, Jordan Hashemi, Guillermo Sapiro — 2017
• LDMNet: Low Dimensional Manifold Regularized Neural NetworksWei Zhu, Qiang Qiu, Jiaji Huang — 2017
• TV-GAN: Generative Adversarial Network Based Thermal to Visible Face RecognitionTeng Zhang, Arnold Wiliem, Siqi Yang — 2017
• Pushing boundaries of face recognition : adversary, heterogeneity, and scaleTejas I. Dhamecha — 2017
• Local feature description in cross-spectral imageryCristhian Alejandro Aguilera Carrasco — 2017
• Deep Face Recognition: A SurveyMei Wang, Weihong Deng — 2018
• Deep Material-Aware Cross-Spectral Stereo MatchingTiancheng Zhi, Bernardo R. Pires, Martial Hebert — 2018
• Thermal to Visible Facial Image Translation Using Generative Adversarial NetworksZhongling Wang, Zhenzhong Chen, Feng Wu — 2018
• An Extensive Review on Spectral Imaging in Biometric Systems: Challenges and AdvancementsRumaisah Munir, Rizwan Ahmed Khan — 2018
• LIGHT FIELD BASED FACE RECOGNITION VIA A FUSED DEEP REPRESENTATIONAlireza Sepas‐Moghaddam, Paulo Lobato Correia, Kamal Nasrollahi — 2018
• A Comprehensive Survey for Low Rank RegularizationZhanxuan Hu, Feiping Nie, Lai Tian — 2018
• Dictionary Alignment With Re-Ranking for Low-Resolution NIR-VIS Face RecognitionSivaram Prasad Mudunuri, Shashanka Venkataramanan, Soma Biswas — 2019
• Coarse to Fine Training for Low-Resolution Heterogeneous Face RecognitionSivaram Prasad Mudunuri, Soma Biswas — 2018
• Cross-Domain Hallucination Network for Fine-Grained Object RecognitionJinfu Lin, Yen-Liang Lin, Erh-Kan King — 2018
• Deep Learning Based Identity Verification in Renaissance PortraitsAkash Gupta, Niluthpol Chowdhury Mithun, Conrad Rudolph — 2018
• Single-Sensor RGB-NIR Imaging: High-Quality System Design and Prototype ImplementationYusuke Monno, Hayato Teranaka, Kazunori Yoshizaki — 2019
• Fine Tuning Dual Streams Deep Network with Multi-scale Pyramid Decision for Heterogeneous Face RecognitionWeipeng Hu, Haifeng Hu — 2018
• Unsupervised Cross-spectral Stereo Matching by Learning to SynthesizeMingyang Liang, Xiaoyang Guo, Hongsheng Li — 2019
• Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial NetworksHe Zhang, Benjamin S. Riggan, Shuowen Hu — 2018

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