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Thermal to visible face verification is a challenging problem due to the large domain discrepancy between the modalities.
Cross-spectral face verification in the short wave infrared (swir) band
T. Bourlai, N. Kalka, A. Ross, B. Cukic, and L. Hornak · 2010
Earlier work this paper cites.
Heterogeneous face recognition: Matching nir to visible light images
B. Klare and A. K. Jain · 2010
Earlier work this paper cites.
Thermal to visible face recognition
J. Choi, S. Hu, S. S. Young, L. S. Davis · 2012
Earlier work this paper cites.
Long range cross-spectral face recognition: matching swir against visible light images
F. Nicolo and N. A. Schmid · 2012
Earlier work this paper cites.
A study on using mid-wave infrared images for face recognition
T. Bourlai, A. Ross, C. Chen, L. Hornak · 2012
Earlier work this paper cites.
Heterogeneous face recognition using kernel prototype similarities
B. F. Klare and A. K. Jain · 2013
Earlier work this paper cites.
Fast and scalable polynomial kernels via explicit feature maps
N. Pham and R. Pagh · 2013
Earlier work this paper cites.
Generative adversarial nets
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014
Earlier work this paper cites.
Enhanced facial recognition for thermal imagery using polarimetric imaging
K. P. Gurton, A. J. Yuffa, and G. W. Videen · 2014
Earlier work this paper cites.
Adam: A method for stochastic optimization
D. P. Kingma and J. Ba · 2014
Earlier work this paper cites.
Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
Earlier work this paper cites.
Thermal-to-visible face recognition using partial least squares
S. Hu, J. Choi, A. L. Chan, and W. R. Schwartz · 2015
Earlier work this paper cites.
Understanding deep image representations by inverting them
A. Mahendran and A. Vedaldi · 2015
Earlier work this paper cites.
Deep face recognition
O. M. Parkhi, A. Vedaldi, and A. Zisserman · 2015
Cited alongside, same era.
U-net: Convolutional networks for biomedical image segmentation
O. Ronneberger, P. Fischer, and T. Brox · 2015
Cited alongside, same era.
Facenet: A unified embedding for face recognition and clustering
F. Schroff, D. Kalenichenko, and J. Philbin · 2015
Cited alongside, same era.
Exploiting polarization-state information for cross-spectrum face recognition
N. Short, S. Hu, P. Gurram, and K. Gurton · 2015
Cited alongside, same era.
Improving cross-modal face recognition using polarimetric imaging
N. Short, S. Hu, P. Gurram, K. Gurton, and A. Chan · 2015
Cited alongside, same era.
Improving cross-modal face recognition using polarimetric imaging
N. Short, S. Hu, P. Gurram, K. Gurton, and A. Chan · 2015
Cited alongside, same era.
Estimation of visible spectrum faces from polarimetric thermal faces
B. S. Riggan, N. J. Short, S. Hu, and H. Kwon · 2016
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A discriminative feature learning approach for deep face recognition
Y. Wen, K. Zhang, Z. Li, and Y. Qiao · 2016
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Joint face detection and alignment using multitask cascaded convolutional networks
K. Zhang, Z. Zhang, Z. Li, and Y. Qiao · 2016
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Face synthesis from visual attributes via sketch using conditional vaes and gans
X. Di and V. M. Patel · 2017
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Image-to-image translation with conditional adversarial networks
P. Isola, J.-Y. Zhu, T. Zhou, and A. A. Efros · 2017
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Unconstrained face verification using deep cnn features
J. C. Chen, V. M. Patel, and R. Chellappa · 2016
Cited alongside, same era.
Multimodal compact bilinear pooling for visual question answering and visual grounding
A. Fukui, D. H. Park, D. Yang, A. Rohrbach, T. Darrell, and M. Rohrbach · 2016
Cited alongside, same era.
Compact bilinear pooling
Y. Gao, O. Beijbom, N. Zhang, and T. Darrell · 2016
Cited alongside, same era.
A polarimetric thermal database for face recognition research
S. Hu, N. J. Short, B. S. Riggan, C. Gordon, K. P. Gurton, M. Thielke, P. Gurram, and A. L. Chan · 2016
Cited alongside, same era.
Perceptual losses for real-time style transfer and super-resolution
J. Johnson, A. Alahi, and L. Fei-Fei · 2016
Cited alongside, same era.
A recurrent encoder-decoder network for sequential face alignment
X. Peng, R. S. Feris, X. Wang, and D. N. Metaxas · 2016
Cited alongside, same era.
J. Lezama, Q. Qiu, and G. Sapiro · 2017
Later among the works it cites.
Hyperface: A deep multi-task learning framework for face detection, landmark localization, pose estimation, and gender recognition
R. Ranjan, V. M. Patel, and R. Chellappa · 2017
Later among the works it cites.
Generative adversarial network-based synthesis of visible faces from polarimetrie thermal faces
H. Zhang, V. M. Patel, B. S. Riggan, and S. Hu · 2017
Later among the works it cites.
Stackgan++: Realistic image synthesis with stacked generative adversarial networks
H. Zhang, T. Xu, H. Li, S. Zhang, X. Wang, X. Huang, and D. Metaxas · 2017
Later among the works it cites.
Red-net: A recurrent encoder–decoder network for video-based face alignment
X. Peng, R. S. Feris, X. Wang, and D. N. Metaxas · 2018
Later among the works it cites.
Deep learning for understanding faces: Machines may be just as good, or better, than humans
R. Ranjan, S. Sankaranarayanan, A. Bansal, N. Bodla, J. C. Chen, V. M. Patel, C. D. Castillo, and R. Chellappa · 2018
Later among the works it cites.
Thermal to visible synthesis of face images using multiple regions
B. S. Riggan, N. J. Short, and S. Hu · 2018
Later among the works it cites.
Tv-gan: Generative adversarial network based thermal to visible face recognition
T. Zhang, A. Wiliem, S. Yang, and B. Lovell · 2018
Later among the works it cites.