Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild

Keywords

Artificial intelligence, Pattern recognition (psychology), Facial recognition system, Computer science, Metric (unit)

References

• Labeled Faces in the Wild: A Database forStudying Face Recognition in Unconstrained EnvironmentsGary B. Huang, Marwan Mattar, Tamara L. Berg — 2008
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• An associate-predict model for face recognitionQi Yin, Xiaoou Tang, Jian Sun — 2011
• Face recognition in unconstrained videos with matched background similarityLior Wolf, Tal Hassner, Itay Maoz — 2011
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• The relaxation method of finding the common point of convex sets and its application to the solution of problems in convex programmingL.M. Bregman — 1967
• PCCA: A new approach for distance learning from sparse pairwise constraintsAlexis Mignon, Frédéric Jurie — 2012
• Large scale metric learning from equivalence constraintsMartin Köstinger, Martin Hirzer, Paul Wohlhart — 2012
• Manifold Adaptive Kernel Local Fisher Discriminant Analysis for Face RecognitionZiqiang Wang, Xia Sun — 2012
• Multilinear Discriminant Analysis for Face RecognitionShuicheng Yan, Dong Xu, Qiang Yang — 2007
• Low-Rank Kernel Learning with Bregman Matrix DivergencesBrian Kulis, Mátyás A. Sustik, Inderjit S. Dhillon — 2009
• Robust Face Recognition Using Block-Based Bag of WordsZisheng Li, Jun‐ichi Imai, Masahide Kaneko — 2010
• Distance Metric Learning for Large Margin Nearest Neighbor ClassificationKilian Q. Weinberger, Lawrence K. Saul — 2005
• Sparsely Encoded Local Descriptor for face recognitionZhen Cui, Shiguang Shan, Xilin Chen — 2011
• Is that you? Metric learning approaches for face identificationMatthieu Guillaumin, Jakob Verbeek, Cordelia Schmid — 2009
• Manifold-Manifold Distance with application to face recognition based on image setRuiping Wang, Shiguang Shan, Xilin Chen — 2008

Cited by

• Spartans: Single-Sample Periocular-Based Alignment-Robust Recognition Technique Applied to Non-Frontal ScenariosFelix Juefei-Xu, Khoa Luu, Marios Savvides — 2015
• Face Retrieval on Large-Scale Video DataChristian Herrmann, Jürgen Beyerer — 2015
• Algorithms for a novel touchless bimodal palm biometric systemOļegs Ņikišins, Teodors Eglītis, Mihails Pudžs — 2015
• On video based face recognition through adaptive sparse dictionaryNaimul Khan, Xiaoming Nan, Azhar Quddus — 2015
• Fine-grained face verification: Dataset and baseline resultsJunlin Hu, Jiwen Lu, Yap‐Peng Tan — 2015
• PCANet: A Simple Deep Learning Baseline for Image Classification?Tsung-Han Chan, Kui Jia, Shenghua Gao — 2014
• Automatic Subspace Learning via Principal Coefficients EmbeddingXi Peng, Jiwen Lu, Yi Zhang — 2014
• Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines?Qianli Liao, Joel Z. Leibo, Youssef Mroueh — 2013
• Beyond frontal faces: Improving Person Recognition using multiple cuesNing Zhang, Manohar Paluri, Yaniv Taigman — 2015
• FaLRR: A fast low rank representation solverShijie Xiao, Li Wen, Dong Xu — 2015
• Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face RecognitionChangxing Ding, Jonghyun Choi, Dacheng Tao — 2014
• Unsupervised learning of clutter-resistant visual representations from natural videosQianli Liao, Joel Z. Leibo, Tomaso Poggio — 2014
• Unsupervised learning of overcomplete face descriptorsJuha Ylioinas, Juho Kannala, Abdenour Hadid — 2015
• Projection Metric Learning on Grassmann Manifold with Application to Video based Face RecognitionZhiwu Huang, Ruiping Wang, Shiguang Shan — 2015
• Cross-Modal Subspace Learning via Pairwise ConstraintsRan He, Man Zhang, Liang Wang — 2014
• Latent max-margin metric learning for comparing video face tubesGaurav Sharma, Patrick Pérez — 2015
• Enhancing ELM-based Facial Image Classification by Exploiting Multiple Facial ViewsAlexandros Iosifidis, Anastasios Tefas, Ioannis Pitas — 2015
• Hierarchically-constrained optical flowRyan Kennedy, Camillo J. Taylor — 2015
• Hierarchical-PEP model for real-world face recognitionHaoxiang Li, Gang Hua — 2015
• Framework for assembling components of a face recognition systemMonpraon Sukroongreung, Pratit Santiprabhob — 2014

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