DOI: 10.1109/cvpr.2014.220. DeepFace: Closing the Gap to Human-Level Performance in Face Verification

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

10.1109/cvpr.2014.220

Crossref proceedings-article

IEEE

2014 IEEE Conference on Computer Vision and Pattern Recognition (263)

Bibliography

Taigman, Y., Yang, M., Ranzato, M., & Wolf, L. (2014). DeepFace: Closing the Gap to Human-Level Performance in Face Verification. 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Authors 4

Yaniv Taigman (first)
Ming Yang (additional)
Marc'Aurelio Ranzato (additional)
Lior Wolf (additional)

References 32 Referenced 4,047

{'key': '19', 'article-title': 'ImageNet classification with deep convolutional neural networks', 'author': 'krizhevsky', 'year': '2012', 'journal-title': 'ANIPS'} / ANIPS / ImageNet classification with deep convolutional neural networks by krizhevsky (2012)
{'key': '17', 'first-page': '773', 'article-title': 'Learning to align from scratch', 'author': 'huang', 'year': '2012', 'journal-title': 'NIPS'} / NIPS / Learning to align from scratch by huang (2012)
{'key': '18', 'article-title': 'Labeled faces in the wild: A database for studying face recognition in unconstrained environments', 'author': 'huang', 'year': '2008', 'journal-title': 'Faces in Real-life Images Workshop in ECCV'} / Faces in Real-life Images Workshop in ECCV / Labeled faces in the wild: A database for studying face recognition in unconstrained environments by huang (2008)
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{'key': '13', 'author': 'gregor', 'year': '2010', 'journal-title': 'Emergence of Complex-like Cells in A Temporal Product Network with Local Receptive Fields'} / Emergence of Complex-like Cells in A Temporal Product Network with Local Receptive Fields by gregor (2010)
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{'key': '11', 'article-title': 'Large scale distributed deep networks', 'author': 'dean', 'year': '2012', 'journal-title': 'NIPS'} / NIPS / Large scale distributed deep networks by dean (2012)
{'key': '12', 'article-title': 'An introduction to the good, the bad, & the ugly face recognition challenge problem', 'year': '2011', 'journal-title': 'FG'} / FG / An introduction to the good, the bad, & the ugly face recognition challenge problem (2011)
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{'key': '24', 'article-title': 'Synergistic face detection and pose estimation with energy-based models', 'author': 'osadchy', 'year': '2007', 'journal-title': 'JMLR'} / JMLR / Synergistic face detection and pose estimation with energy-based models by osadchy (2007)
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{'key': '28', 'author': 'taigman', 'year': '2011', 'journal-title': 'Leveraging Billions of Faces to Overcome Performance Barriers in Unconstrained Face Recognition'} / Leveraging Billions of Faces to Overcome Performance Barriers in Unconstrained Face Recognition by taigman (2011)
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{'key': '6', 'article-title': 'Bayesian face revisited: A joint formulation', 'author': 'chen', 'year': '2012', 'journal-title': 'ECCV'} / ECCV / Bayesian face revisited: A joint formulation by chen (2012)
10.1109/CVPR.2013.454
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10.1109/CVPR.2013.456
10.1109/CVPR.2005.202

Dates

Type	When
Created	10 years, 11 months ago (Sept. 30, 2014, 10:58 a.m.)
Deposited	4 years, 10 months ago (Oct. 14, 2020, 11:23 a.m.)
Indexed	8 minutes ago (Sept. 7, 2025, 8:30 p.m.)
Issued	11 years, 3 months ago (June 1, 2014)
Published	11 years, 3 months ago (June 1, 2014)
Published Print	11 years, 3 months ago (June 1, 2014)

Funders 0

None

BibTeX

@inproceedings{Taigman_2014, title={DeepFace: Closing the Gap to Human-Level Performance in Face Verification}, url={http://dx.doi.org/10.1109/cvpr.2014.220}, DOI={10.1109/cvpr.2014.220}, booktitle={2014 IEEE Conference on Computer Vision and Pattern Recognition}, publisher={IEEE}, author={Taigman, Yaniv and Yang, Ming and Ranzato, Marc’Aurelio and Wolf, Lior}, year={2014}, month=jun }

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