Keyword

face verification

Description: A biometric task that determines whether two face images belong to the same person, commonly studied in computer vision and pattern recognition.

Primary topic: Face recognition and analysis (46%)

OpenAlex ID: keywords/face-verification

FaceNet: A unified embedding for face recognition and clustering

2015 · Florian Schroff, Dmitry Kalenichenko, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 15,234

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Rectified Linear Units Improve Restricted Boltzmann Machines

2010 · Vinod Nair, Geoffrey E. Hinton · International Conference on Machine Learning · 13,996

DeepFace: Closing the Gap to Human-Level Performance in Face Verification

2014 · Yaniv Taigman, Ming Yang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 6,536

A Discriminative Feature Learning Approach for Deep Face Recognition

2016 · Yandong Wen, Kaipeng Zhang, et al. · Lecture notes in computer science · 4,069

2005 · S. Chopra, R. Hadsell, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 4,033

CosFace: Large Margin Cosine Loss for Deep Face Recognition

2018 · Hao Wang, Yitong Wang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3,025

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Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions

2010 · Xiaoyang Tan, Bill Triggs · IEEE Transactions on Image Processing · 2,872

Deep Learning Face Representation from Predicting 10,000 Classes

2014 · Yi Sun, Xiaogang Wang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,996

Deep Learning Face Representation by Joint Identification-Verification

2014 · Sun, Yi, Wang, Xiaogang, et al. · arXiv (Cornell University) · 1,855

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PCANet: A Simple Deep Learning Baseline for Image Classification?

2015 · Tsung-Han Chan, Kui Jia, et al. · IEEE Transactions on Image Processing · 1,596

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Improved deep metric learning with multi-class N-pair loss objective

2016 · Kihyuk Sohn · neural information processing systems · 1,573

Toward Open Set Recognition

2012 · W. J. Scheirer, A. de Rezende Rocha, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,551

Attribute and simile classifiers for face verification

2009 · Neeraj Kumar, Alexander C Berg, et al. · IEEE International Conference on Computer Vision (ICCV) · 1,388

Additive Margin Softmax for Face Verification

2018 · Feng Wang, Jian Cheng, et al. · IEEE Signal Processing Letters · 1,325

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Large-Margin Softmax Loss for Convolutional Neural Networks

2016 · Liu, Weiyang, Wen, Yandong, et al. · arXiv (Cornell University) · 1,287

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XM2VTSDB: The Extended M2VTS Database

1999 · Kieron Messer, Jiřı́ Matas, et al. · 1,158

Local Derivative Pattern Versus Local Binary Pattern: Face Recognition With High-Order Local Pattern Descriptor

2009 · Baochang Zhang, Yongsheng Gao, et al. · IEEE Transactions on Image Processing · 1,025

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The MegaFace Benchmark: 1 Million Faces for Recognition at Scale

2016 · Ira Kemelmacher-Shlizerman, Steven M. Seitz, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 912

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Sampling Matters in Deep Embedding Learning

2017 · Chao-Yuan Wu, R. Manmatha, et al. · IEEE International Conference on Computer Vision (ICCV) · 861

Frontal to profile face verification in the wild

2016 · Soumyadip Sengupta, Jun-Cheng Chen, et al. · IEEE Winter Conference on Applications of Computer Vision · 851

DeepID3: Face Recognition with Very Deep Neural Networks

2015 · Sun, Yi, Liang, Ding, et al. · arXiv (Cornell University) · 842

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Model Compression and Acceleration for Deep Neural Networks: The Principles, Progress, and Challenges

2018 · Yu Cheng, Duo Wang, et al. · IEEE Signal Processing Magazine · 813

MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices

2018 · Sheng Chen, Yang Liu, et al. · Lecture notes in computer science · 804

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2011 · Hieu V. Nguyen, Li Bai · Lecture notes in computer science · 698

Discriminative Deep Metric Learning for Face Verification in the Wild

2014 · Junlin Hu, Jiwen Lu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 697

Works count: 4,913

Citation count: 133,700