22.2.2.6.2 Face Hallucination for Recognition Using Three-Dimensional Models

Chapter Contents (Back)
Face Hallucination. Hallucination, Faces. Face Recognition. Application, Face Recognition.
See also Face Synthesis, GAN, Generative Adversarial Network.

Lee, M.W.[Mun Wai], Ranganath, S.[Surendra],
Pose-invariant face recognition using a 3D deformable model,
PR(36), No. 8, August 2003, pp. 1835-1846.
Elsevier DOI 0304
BibRef
Earlier:
Pose Invariant Face Recognition by Face Synthesis,
BMVC00(xx-yy).
PDF File. 0009
BibRef
Earlier:
3D deformable face model for pose determination and face synthesis,
CIAP99(260-265).
IEEE DOI 9909
BibRef

Liu, C.[Ce], Shum, H.Y.[Heung-Yeung], Freeman, W.T.[William T.],
Face Hallucination: Theory and Practice,
IJCV(75), No. 1, October 2007, pp. 115-134.
Springer DOI 0709
Kanade issue. BibRef

Chen, J.[Jie], Wang, R.P.[Rui-Ping], Yan, S., Shan, S.G.[Shi-Guang], Chen, X., Gao, W.[Wen],
Enhancing Human Face Detection by Resampling Examples Through Manifolds,
SMC-A(37), No. 6, November 2007, pp. 1017-1028.
IEEE DOI 0709
BibRef

Li, B.[Bo], Chang, H.[Hong], Shan, S.G.[Shi-Guang], Chen, X.L.[Xi-Lin], Gao, W.[Wen],
Hallucinating facial images and features,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Wang, R.P.[Rui-Ping], Chen, J.[Jie], Shan, S.G.[Shi-Guang], Gao, W.[Wen],
Enhancing Training Set for Face Detection,
ICPR06(III: 477-480).
IEEE DOI 0609
BibRef

Wang, R.P.[Rui-Ping], Chen, J.[Jie], Yan, S.Y.[Sheng-Ye], Gao, W.[Wen],
Face Detection Based on the Manifold,
AVBPA05(208).
Springer DOI 0509
BibRef

Li, B., Chang, H.[Hong], Shan, S.G.[Shi-Guang], Chen, X.L.[Xi-Lin],
Aligning Coupled Manifolds for Face Hallucination,
SPLetters(16), No. 11, November 2009, pp. 957-960.
IEEE DOI 0909
BibRef

Li, B., Chang, H.[Hong], Shan, S.G.[Shi-Guang], Chen, X.L.[Xi-Lin],
Low-Resolution Face Recognition via Coupled Locality Preserving Mappings,
SPLetters(17), No. 1, January 2010, pp. 20-23.
IEEE DOI 0911

See also Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses. BibRef

Jung, C., Jiao, L., Liu, B., Gong, M.,
Position-Patch Based Face Hallucination Using Convex Optimization,
SPLetters(18), No. 6, June 2011, pp. 367-370.
IEEE DOI 1105
BibRef

Zhang, W.[Wei], Cham, W.K.[Wai-Kuen],
Hallucinating Face in the DCT Domain,
IP(20), No. 10, October 2011, pp. 2769-2779.
IEEE DOI 1110
BibRef

Patel, A.[Ankur], Smith, W.A.P.[William A.P.],
Driving 3D morphable models using shading cues,
PR(45), No. 5, May 2012, pp. 1993-2004.
Elsevier DOI 1201
BibRef
Earlier:
Simplification of 3D morphable models,
ICCV11(271-278).
IEEE DOI 1201
BibRef
Earlier:
Exploring the Identity Manifold: Constrained Operations in Face Space,
ECCV10(VI: 112-125).
Springer DOI 1009
BibRef
Earlier:
Shape-from-shading driven 3d Morphable Models for Illumination Insensitive Face Recognition,
BMVC09(xx-yy).
PDF File. 0909
BibRef
Earlier:
3D morphable face models revisited,
CVPR09(1327-1334).
IEEE DOI 0906
Shape-from-shading; Morphable models; Face recognition; Face synthesis BibRef

Patel, A.[Ankur], Smith, W.A.P.[William A.P.],
Manifold-based constraints for operations in face space,
PR(52), No. 1, 2016, pp. 206-217.
Elsevier DOI 1601
Optimisation on manifolds BibRef

Mohamed, M.N.H.[M. Naleer Haju], Lu, Y.[Yao], Lv, F.[Feng],
Effective two-step method for face hallucination based on sparse compensation on over-complete patches,
IET-IPR(7), No. 6, August 2013, pp. 624-632.
DOI Link 1312
face recognition BibRef

Li, H.L.[Hong-Liang], Xu, L.F.[Lin-Feng], Liu, G.H.[Guang-Hui],
Face Hallucination via Similarity Constraints,
SPLetters(20), No. 1, January 2013, pp. 19-22.
IEEE DOI 1212
BibRef

Wang, Z., Hu, R., Wang, S., Jiang, J.,
Face Hallucination Via Weighted Adaptive Sparse Regularization,
CirSysVideo(24), No. 5, May 2014, pp. 802-813.
IEEE DOI 1405
Dictionaries BibRef

Liang, Y.[Yan], Lai, J.H.[Jian-Huang], Yuen, P.C.[Pong C.], Zou, W.W.[Wilman W.], Cai, Z.M.[Ze-Min],
Face hallucination with imprecise-alignment using iterative sparse representation,
PR(47), No. 10, 2014, pp. 3327-3342.
Elsevier DOI 1406
Face hallucination BibRef

Shi, J.G.[Jin-Gang], Liu, X.[Xin], Qi, C.[Chun],
Global consistency, local sparsity and pixel correlation: A unified framework for face hallucination,
PR(47), No. 11, 2014, pp. 3520-3534.
Elsevier DOI 1407
Face hallucination BibRef

Hao, Y.H.[Yuan-Hong], Qi, C.[Chun],
Face Hallucination Based on Modified Neighbor Embedding and Global Smoothness Constraint,
SPLetters(21), No. 10, October 2014, pp. 1187-1191.
IEEE DOI 1407
Face BibRef

Zhang, Z., Qi, C.[Chun], Hao, Y.H.[Yuan-Hong],
Locality preserving partial least squares for neighbor embedding-based face hallucination,
ICIP16(409-413)
IEEE DOI 1610
BibRef
Earlier: A3, A2, Only:
Modified neighbor embedding-based face hallucination using coupled mappings of partial least squares,
ICIP14(3906-3909)
IEEE DOI 1502
Correlation. Face BibRef

Shi, J.G.[Jin-Gang], Qi, C.[Chun],
Kernel-Based Face Hallucination via Dual Regularization Priors,
SPLetters(22), No. 8, August 2015, pp. 1189-1193.
IEEE DOI 1502
face recognition BibRef

Schumacher, M.[Matthaeus], Piotraschke, M.[Marcel], Blanz, V.[Volker],
Hallucination of facial details from degraded images using 3D face models,
IVC(40), No. 1, 2015, pp. 49-64.
Elsevier DOI 1506
Face hallucination BibRef

Jiang, J.J.[Jun-Jun], Hu, R.M.[Rui-Min], Wang, Z., Han, Z.[Zhen], Ma, J.,
Facial Image Hallucination Through Coupled-Layer Neighbor Embedding,
CirSysVideo(26), No. 9, September 2016, pp. 1674-1684.
IEEE DOI 1609
Face BibRef

Jiang, J.J.[Jun-Jun], Hu, R.M.[Rui-Min], Chen, L.[Liang], Han, Z.[Zhen], Lu, T.[Tao], Chen, J.[Jun],
Coupled-layer neighbor embedding for surveillance face hallucination,
ICIP13(2802-2806)
IEEE DOI 1402
Intelligence surveillance video BibRef

Tu, C.T.[Ching-Ting], Ho, M.C.[Mei-Chi], Lin, M.Y.[Meng-Ying],
A new approach for face hallucination based on a two-dimensional direct combined model,
PR(62), No. 1, 2017, pp. 1-20.
Elsevier DOI 1609
Principal Component Analysis (PCA) BibRef

Zou, Y.P.[Yuan-Peng], Zhou, F.[Fei], Liao, Q.M.[Qing-Min],
Face Hallucination by Learning Local Distance Metric,
IEICE(E100-D), No. 1, February 2017, pp. 384-387.
WWW Link. 1702
BibRef

Hui, Z.[Zhuo], Liu, W.B.[Wen-Bo], Lam, K.M.[Kin-Man],
A novel correspondence-based face-hallucination method,
IVC(60), No. 1, 2017, pp. 171-184.
Elsevier DOI 1704
Face hallucination BibRef

Farrugia, R.A., Guillemot, C.,
Face Hallucination Using Linear Models of Coupled Sparse Support,
IP(26), No. 9, September 2017, pp. 4562-4577.
IEEE DOI 1708
face super-resolution method, geometrical structure, image texture, linear model of coupled sparse support method, low-resolution manifold, nonfrontal imaging, Dictionaries, Face, Face recognition, Image reconstruction, Image resolution, Manifolds, Probes, Face hallucination, face recognition, BibRef

Liu, L., Chen, C.L.P., Li, S., Tang, Y.Y., Chen, L.,
Robust Face Hallucination via Locality-Constrained Bi-Layer Representation,
Cyber(48), No. 4, April 2018, pp. 1189-1201.
IEEE DOI 1804
Face, Image coding, Image reconstruction, Image resolution, Manifolds, Robustness, Training, Bi-layer representation, robust coding BibRef

Liu, L.C.[Li-Cheng], Li, S.T.[Shu-Tao], Chen, C.L.P.[C. L. Philip],
Quaternion Locality-Constrained Coding for Color Face Hallucination,
Cyber(48), No. 5, May 2018, pp. 1474-1485.
IEEE DOI 1804
Algebra, Color, Face, Image color analysis, Image resolution, Quaternions, Training, Color image processing, face hallucination, quaternion algebra BibRef

Liu, L.C.[Li-Cheng], Li, S.T.[Shu-Tao], Chen, C.L.P.[C. L. Philip],
Iterative Relaxed Collaborative Representation With Adaptive Weights Learning for Noise Robust Face Hallucination,
CirSysVideo(29), No. 5, May 2019, pp. 1284-1295.
IEEE DOI 1905
Face, Training, Image resolution, Collaboration, Adaptation models, Manifolds, Encoding, Relaxed collaborative representation, noise robust coding BibRef

Yang, C.Y.[Chih-Yuan], Liu, S.F.[Si-Fei], Yang, M.H.[Ming-Hsuan],
Hallucinating Compressed Face Images,
IJCV(126), No. 6, June 2018, pp. 597-614.
Springer DOI 1804
BibRef

Li, Y., Liu, S.F.[Si-Fei], Yang, J., Yang, M.H.[Ming-Hsuan],
Generative Face Completion,
CVPR17(5892-5900)
IEEE DOI 1711
Decoding, Face, Generators, Image reconstruction, Semantics, Shape, Training BibRef

Yang, C.Y.[Chih-Yuan], Liu, S.F.[Si-Fei], Yang, M.H.[Ming-Hsuan],
Structured Face Hallucination,
CVPR13(1099-1106)
IEEE DOI 1309
structured face hallucination landmarks localization BibRef

Song, Y.B.[Yi-Bing], Zhang, J.W.[Jia-Wei], Gong, L.J.[Li-Jun], He, S.F.[Sheng-Feng], Bao, L.C.[Lin-Chao], Pan, J.S.[Jin-Shan], Yang, Q.X.[Qing-Xiong], Yang, M.H.[Ming-Hsuan],
Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement,
IJCV(127), No. 6-7, June 2019, pp. 785-800.
Springer DOI 1906
BibRef

Chen, Y.J.[Ya-Jing], Wu, F.Z.[Fan-Zi], Wang, Z.Y.[Ze-Yu], Song, Y.B.[Yi-Bing], Ling, Y.G.[Yong-Gen], Bao, L.C.[Lin-Chao],
Self-Supervised Learning of Detailed 3D Face Reconstruction,
IP(29), 2020, pp. 8696-8705.
IEEE DOI 2009
Face, Solid modeling, Image reconstruction, Computational modeling, Training, coarse-to-fine model BibRef

Shi, J., Liu, X., Zong, Y., Qi, C., Zhao, G.,
Hallucinating Face Image by Regularization Models in High-Resolution Feature Space,
IP(27), No. 6, June 2018, pp. 2980-2995.
IEEE DOI 1804
Face, Geometry, Image edge detection, Image reconstruction, Image resolution, Kernel, Training, Face hallucination, super-resolution BibRef

Mai, G.C.[Guang-Can], Cao, K.[Kai], Yuen, P.C.[Pong C.], Jain, A.K.[Anil K.],
On the Reconstruction of Face Images from Deep Face Templates,
PAMI(41), No. 5, May 2019, pp. 1188-1202.
IEEE DOI 1904
Face templates from CNN, inverted to original face. Face, Image reconstruction, Face recognition, Feature extraction, Security, Training, Standards, Face recognition, template security, neighborly de-convolutional neural network BibRef

Zhao, D.[Di], Chen, Z.X.[Zhen-Xue], Wu, Q.M.J.[Q. M. Jonathan], Liu, C.Y.[Cheng-Yun],
Two-stage local details restoration framework for face hallucination,
MVA(30), No. 1, February 2019, pp. 153-162.
WWW Link. 1904
BibRef

Shi, J., Zhao, G.,
Face Hallucination via Coarse-to-Fine Recursive Kernel Regression Structure,
MultMed(21), No. 9, September 2019, pp. 2223-2236.
IEEE DOI 1909
Face, Image reconstruction, Training, Kernel, Image resolution, Optimization, Task analysis, Face hallucination, low-resolution, super-resolution BibRef

Hsu, C., Lin, C., Su, W., Cheung, G.,
SiGAN: Siamese Generative Adversarial Network for Identity-Preserving Face Hallucination,
IP(28), No. 12, December 2019, pp. 6225-6236.
IEEE DOI 1909
Face, Image reconstruction, Face recognition, Training, Generators, Image resolution, Generative adversarial networks, generative model BibRef

Li, Z.H.[Zhi-Hang], Hu, Y.[Yibo], He, R.[Ran], Sun, Z.A.[Zhen-An],
Learning disentangling and fusing networks for face completion under structured occlusions,
PR(99), 2020, pp. 107073.
Elsevier DOI 1912
BibRef

Liu, H.[Heng], Zheng, X.Y.[Xiao-Yu], Han, J.G.[Jun-Gong], Chu, Y.Z.[Yue-Zhong], Tao, T.[Tao],
Survey on GAN-based face hallucination with its model development,
IET-IPR(13), No. 14, 12 December 2019, pp. 2662-2672.
DOI Link 1912
Survey, Face Hallucination. BibRef

Fang, Y.C.[Yu-Chun], Li, Y.F.[Yi-Fan], Tu, X.K.[Xiao-Kang], Tan, T.F.[Tai-Feng], Wang, X.[Xin],
Face completion with Hybrid Dilated Convolution,
SP:IC(80), 2020, pp. 115664.
Elsevier DOI 1912
Image completion, Image inpainting, Deep learning, GAN BibRef

Grm, K., Scheirer, W.J., Štruc, V.,
Face Hallucination Using Cascaded Super-Resolution and Identity Priors,
IP(29), 2020, pp. 2150-2165.
IEEE DOI 2001
Face, Training, Face recognition, Signal resolution, Task analysis, Face hallucination, deep learning, CNN, identity BibRef

Wu, X., Li, R., Zhang, F., Liu, J., Wang, J., Shamir, A., Hu, S.,
Deep Portrait Image Completion and Extrapolation,
IP(29), 2020, pp. 2344-2355.
IEEE DOI 2001
Face, Extrapolation, Pose estimation, Deep learning, Semantics, Heating systems, Image completion, deep learning BibRef

Fang, C., Li, G., Han, X., Yu, Y.,
Self-Enhanced Convolutional Network for Facial Video Hallucination,
IP(29), 2020, pp. 3078-3090.
IEEE DOI 2002
Spatial resolution, Face, Image reconstruction, Machine learning, Image restoration, Computer science, Facial video hallucination, deep learning BibRef

Yu, X.[Xin], Porikli, F.M.[Fatih M.], Fernando, B.[Basura], Hartley, R.I.[Richard I.],
Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks,
IJCV(128), No. 2, February 2020, pp. 500-526.
Springer DOI 2002
BibRef

Yu, X.[Xin], Shiri, F.[Fatemeh], Ghanem, B.[Bernard], Porikli, F.M.[Fatih M.],
Can We See More? Joint Frontalization and Hallucination of Unaligned Tiny Faces,
PAMI(42), No. 9, September 2020, pp. 2148-2164.
IEEE DOI 2008
Spatial resolution, Neural networks, Training, Solid modeling, Feature extraction, Face, super-resolution, face frontalization BibRef

Jiang, K., Wang, Z., Yi, P., Wang, G., Gu, K., Jiang, J.,
ATMFN: Adaptive-Threshold-Based Multi-Model Fusion Network for Compressed Face Hallucination,
MultMed(22), No. 10, October 2020, pp. 2734-2747.
IEEE DOI 2009
Face, Image resolution, Image reconstruction, Deep learning, Adaptation models, Task analysis, compressed face hallucination BibRef

Shi, Y.K.[Yu-Kai], Li, G.B.[Guan-Bin], Cao, Q.X.[Qing-Xing], Wang, K.[Keze], Lin, L.[Liang],
Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning,
PAMI(42), No. 11, November 2020, pp. 2809-2824.
IEEE DOI 2010
Face, Image resolution, Image reconstruction, Optimization, Reinforcement learning, Visualization, Image restoration, recurrent neural network BibRef

Gao, G.W.[Guang-Wei], Yu, Y.[Yi], Xie, J.[Jin], Yang, J.[Jian], Yang, M.[Meng], Zhang, J.[Jian],
Constructing multilayer locality-constrained matrix regression framework for noise robust face super-resolution,
PR(110), 2021, pp. 107539.
Elsevier DOI 2011
Nuclear norm, Matrix based regression, Face super-resolution, Position-patch BibRef

Gao, G.W.[Guang-Wei], Jing, X.Y.[Xiao-Yuan], Zhou, Q.[Quan], Wu, S.S.[Song-Song], Yue, D.[Dong],
Locality-constrained matrix regression for position-patch based face hallucination,
ICIP16(419-423)
IEEE DOI 1610
Decision support systems BibRef

Cheng, X., Lu, J., Yuan, B., Zhou, J.,
Identity-Preserving Face Hallucination via Deep Reinforcement Learning,
CirSysVideo(30), No. 12, December 2020, pp. 4796-4809.
IEEE DOI 2012
Face, Visualization, Reinforcement learning, Image restoration, Semantics, Face hallucination, deep reinforcement learning, identity property BibRef

Zhang, Y., Tsang, I.W., Li, J., Liu, P., Lu, X., Yu, X.,
Face Hallucination With Finishing Touches,
IP(30), 2021, pp. 1728-1743.
IEEE DOI 2101
Face recognition, Faces, Image resolution, Superresolution, Task analysis, Generative adversarial networks, Deep learning, generative adversarial network BibRef

Li, M.Q.[Min-Qi], He, X.J.[Xiang-Jian], Lam, K.M.[Kin-Man], Zhang, K.B.[Kai-Bing], Jing, J.F.[Jun-Feng],
Face hallucination based on cluster consistent dictionary learning,
IET-IPR(15), No. 12, 2021, pp. 2841-2853.
DOI Link 2109
BibRef

Wang, W.X.[Wen-Xiao], Wong, H.C.[Hon-Cheng],
Multi-Level Difference Repair Architecture for Face Hallucination,
SPLetters(28), 2021, pp. 2048-2052.
IEEE DOI 2111
Faces, Image reconstruction, Laplace equations, Training, Pulse generation, Generators, Task analysis, StyleGAN BibRef

Liu, L.C.[Li-Cheng], Lan, R.[Rushi], Wang, Y.[Yaonan],
Discriminative Face Hallucination via Locality-Constrained and Category Embedding Representation,
SMCS(51), No. 12, December 2021, pp. 7314-7325.
IEEE DOI 2112
Face, Training, Image reconstruction, Face recognition, Manifolds, Category embedding, discriminative face hallucination, manifold learning BibRef

Liu, L.C.[Li-Cheng], Chen, C.L.P.[C. L. Philip], Li, S.T.[Shu-Tao],
Hallucinating Color Face Image by Learning Graph Representation in Quaternion Space,
Cyber(52), No. 1, January 2022, pp. 265-277.
IEEE DOI 2201
BibRef
Earlier:
Learning Quaternion Graph for Color Face Image Super-Resolution,
ICIP19(2846-2850)
IEEE DOI 1910
Face, Quaternions, Image color analysis, Image reconstruction, Manifolds, Image resolution, Color, Color face hallucination, quaternion algebra. Graph learning, color face hallucination, quaternion algebra, linear manifold representation BibRef

Fu, C.Y.[Chao-You], Wu, X.[Xiang], Hu, Y.[Yibo], Huang, H.B.[Huai-Bo], He, R.[Ran],
DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition,
PAMI(44), No. 6, June 2022, pp. 2938-2952.
IEEE DOI 2205
Face recognition, Learning systems, Databases, Generators, Image recognition, Training, contrastive learning BibRef

Duan, B.Y.[Bo-Yan], Fu, C.Y.[Chao-You], Li, Y.[Yi], Song, X.G.[Xing-Guang], He, R.[Ran],
Cross-Spectral Face Hallucination via Disentangling Independent Factors,
CVPR20(7927-7935)
IEEE DOI 2008
Face, Shape, Image generation, Image reconstruction, Face recognition, Feature extraction, Task analysis BibRef

Wu, H.X.[Hao-Xue], Huang, H.B.[Huai-Bo], Yu, A.J.[Ai-Jing], Cao, J.[Jie], Lei, Z.[Zhen], He, R.[Ran],
Exemplar Guided Cross-Spectral Face Hallucination via Mutual Information Disentanglement,
ICPR21(4206-4212)
IEEE DOI 2105
Network topology, Face recognition, Buildings, Minimization, Generators, Topology, Sensors BibRef

Teotia, D.Y.[Div-Yang], Lapedriza, A.[Agata], Ostadabbas, S.[Sarah],
Interpreting Face Inference Models Using Hierarchical Network Dissection,
IJCV(130), No. 5, May 2022, pp. 1277-1292.
Springer DOI 2205
BibRef

Vyas, K.[Kathan], Jiang, L.[Le], Liu, S.J.[Shuang-Jun], Ostadabbas, S.[Sarah],
An Efficient 3D Synthetic Model Generation Pipeline for Human Pose Data Augmentation,
AMFG21(1542-1552)
IEEE DOI 2109
Solid modeling, Surface reconstruction, Image color analysis, Pipelines, Data models BibRef

Zhang, Y.[Yang], Yu, X.[Xin], Lu, X.B.[Xiao-Bo], Liu, P.[Ping],
Pro-UIGAN: Progressive Face Hallucination From Occluded Thumbnails,
IP(31), 2022, pp. 3236-3250.
IEEE DOI 2205
Face recognition, Faces, Geometry, Task analysis, Generative adversarial networks, Superresolution, Semantics, generative adversarial network BibRef

Zhang, Y.[Yang], Tsang, I.W.[Ivor W.], Luo, Y.[Yawei], Hu, C.[Changhui], Lu, X.B.[Xiao-Bo], Yu, X.[Xin],
Recursive Copy and Paste GAN: Face Hallucination From Shaded Thumbnails,
PAMI(44), No. 8, August 2022, pp. 4321-4338.
IEEE DOI 2207
BibRef
Earlier:
Copy and Paste GAN: Face Hallucination From Shaded Thumbnails,
CVPR20(7353-7362)
IEEE DOI 2008
Lighting, Faces, Face recognition, Training, Superresolution, Rain, Generative adversarial networks, Face hallucination, generative adversarial network. Image resolution, Feature extraction, Automation BibRef

Srivastava, A.[Abhishek], Chanda, S.[Sukalpa], Pal, U.[Umapada],
AGA-GAN: Attribute Guided Attention Generative Adversarial Network with U-Net for face hallucination,
IVC(126), 2022, pp. 104534.
Elsevier DOI 2209
Face hallucination, Generative adversarial network, U-Net, Spatial attention BibRef

Sharma, S.[Shailza], Dhall, A.[Abhinav], Kumar, V.[Vinay],
Frequency aware face hallucination generative adversarial network with semantic structural constraint,
CVIU(223), 2022, pp. 103553.
Elsevier DOI 2210
Super resolution, Face hallucination, Generative adversarial networks, 3D morphable models, Discrete cosine transform BibRef

Wang, Y.[Yiyao], Lu, T.[Tao], Wang, Y.Z.[Yuan-Zhi], Wang, Z.Y.[Zhong-Yuan],
Classifying Facial Regions for Face Hallucination,
SPLetters(29), 2022, pp. 2392-2396.
IEEE DOI 2212
Image reconstruction, Face recognition, Training, Hafnium, Testing, Visualization, Task analysis, Face hallucination, facial regions, classification network BibRef

Zhang, K.H.[Kai-Hao], Li, D.X.[Dong-Xu], Luo, W.H.[Wen-Han], Liu, J.Y.[Jing-Yu], Deng, J.K.[Jian-Kang], Liu, W.[Wei], Zafeiriou, S.P.[Stefanos P.],
EDFace-Celeb-1 M: Benchmarking Face Hallucination With a Million-Scale Dataset,
PAMI(45), No. 3, March 2023, pp. 3968-3978.
IEEE DOI 2302
Faces, Face recognition, Benchmark testing, Superresolution, Training, Task analysis, Deep learning, Benchmarking, million-scale dataset BibRef

Wang, H.[Huan], Chi, J.N.[Jian-Ning], Wu, C.D.[Cheng-Dong], Yu, X.S.[Xiao-Sheng], Wu, H.[Hao],
Cross-view information interaction and feedback network for face hallucination,
JVCIR(91), 2023, pp. 103758.
Elsevier DOI 2303
Image processing, Super-resolution, Face frontalization, Neural networks BibRef

Wang, Y.Z.[Yuan-Zhi], Lu, T.[Tao], Zhang, Y.[Yanduo], Wang, Z.Y.[Zhong-Yuan], Jiang, J.J.[Jun-Jun], Xiong, Z.X.[Zi-Xiang],
FaceFormer: Aggregating Global and Local Representation for Face Hallucination,
CirSysVideo(33), No. 6, June 2023, pp. 2533-2545.
IEEE DOI 2306
Face recognition, Transformers, Feature extraction, Faces, Task analysis, Image restoration, Image reconstruction, local representation BibRef

Fu, C.[Chaoyou], Zhou, X.Q.[Xiao-Qiang], He, W.[Weizan], He, R.[Ran],
Towards Lightweight Pixel-Wise Hallucination for Heterogeneous Face Recognition,
PAMI(45), No. 7, July 2023, pp. 9135-9148.
IEEE DOI 2306
Face recognition, Generators, Shape, Training, Probabilistic logic, Task analysis, Heterogeneous face recognition, cross-spectral face hallucination BibRef

Wang, Y.Z.[Yuan-Zhi], Lu, T.[Tao], Yao, Y.[Yuan], Zhang, Y.[Yanduo], Xiong, Z.X.[Zi-Xiang],
Learning to Hallucinate Face in the Dark,
MultMed(26), 2024, pp. 2314-2326.
IEEE DOI 2402
Faces, Task analysis, Image reconstruction, Face recognition, Lighting, Histograms, Cameras, Face hallucination, image relighting, feature embedding BibRef

Wang, Y.Z.[Yuan-Zhi], Lu, T.[Tao], Yao, Y.[Yuan], Zhang, Y.[Yanduo], Xiong, Z.X.[Zi-Xiang],
Learning to Hallucinate Face in the Dark,
MultMed(26), 2024, pp. 2314-2326.
IEEE DOI 2402
Faces, Task analysis, Image reconstruction, Face recognition, Lighting, Histograms, Cameras, Face hallucination, image relighting, feature embedding BibRef

Wei, S.[Shicai], Luo, C.[Chunbo], Luo, Y.[Yang], Xu, J.[Jialang],
Privileged Modality Learning via Multimodal Hallucination,
MultMed(26), 2024, pp. 1516-1527.
IEEE DOI 2402
Task analysis, Knowledge engineering, Training, Data models, Optimization, Image reconstruction, Face recognition, knowledge distillation BibRef


Shen, S.[Shuai], Li, W.[Wanhua], Wang, X.B.[Xia-Bing], Zhang, D.[Dafeng], Jin, Z.[Zhezhu], Zhou, J.[Jie], Lu, J.W.[Ji-Wen],
CLIP-Cluster: CLIP-Guided Attribute Hallucination for Face Clustering,
ICCV23(20729-20738)
IEEE DOI 2401
BibRef

Snoek, L.[Lukas], Jack, R.E.[Rachael E.], Schyns, P.G.[Philippe G.],
Dynamic face imaging: a novel analysis framework for 4D social face perception and expression,
FG23(1-4)
IEEE DOI 2303
Solid modeling, Shape, Tracking, Face recognition, Heuristic algorithms BibRef

Sun, Y.S.[Ya-Sheng], Lin, J.[Jiangke], Zhou, H.[Hang], Xu, Z.L.[Zhi-Liang], He, D.L.[Dong-Liang], Koike, H.[Hideki],
ReEnFP: Detail-Preserving Face Reconstruction by Encoding Facial Priors,
WACV23(6107-6117)
IEEE DOI 2302
Solid modeling, Image coding, Pipelines, Generators, Encoding, Algorithms: Biometrics, face, gesture, body pose, image and video synthesis BibRef

Liu, F.[Feng], Kim, M.[Minchul], Jain, A.[Anil], Liu, X.M.[Xiao-Ming],
Controllable and Guided Face Synthesis for Unconstrained Face Recognition,
ECCV22(XII:701-719).
Springer DOI 2211
BibRef

Mei, Y.Q.[Yi-Qun], Guo, P.F.[Peng-Fei], Patel, V.M.[Vishal M.],
Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination,
CVPR22(18655-18665)
IEEE DOI 2210
Training, Data privacy, Visualization, Costs, Federated learning, Face recognition, Collaboration, Biometrics, Face and gestures BibRef

Gui, L.[Liangke], Bardes, A.[Adrien], Salakhutdinov, R.[Ruslan], Hauptmann, A.G.[Alexander G.], Hebert, M.[Martial], Wang, Y.X.[Yu-Xiong],
Learning to Hallucinate Examples from Extrinsic and Intrinsic Supervision,
ICCV21(8681-8691)
IEEE DOI 2203
Computational modeling, Benchmark testing, Task analysis, Transfer/Low-shot/Semi/Unsupervised Learning, BibRef

Uppal, H.[Hardik], Sepas-Moghaddam, A.[Alireza], Greenspan, M.[Michael], Etemad, A.[Ali],
Teacher-Student Adversarial Depth Hallucination to Improve Face Recognition,
ICCV21(3651-3660)
IEEE DOI 2203
Runtime, Face recognition, Computer architecture, Generative adversarial networks, Generators, Faces, Recognition and classification BibRef

Dey, R.[Rahul], Boddeti, V.N.[Vishnu Naresh],
3DFaceFill: An Analysis-By-Synthesis Approach to Face Completion,
WACV22(1224-1233)
IEEE DOI 2202
Shape, Lighting, Faces, Biometrics -> Face Processing Computational Photography, Image Processing -> Image Restoration BibRef

Wang, G.[Guoli], Ma, J.Q.[Jia-Qi], Zhang, Q.[Qian], Lu, J.W.[Ji-Wen], Zhou, J.[Jie],
Pseudo Facial Generation with Extreme Poses for Face Recognition,
CVPR21(1994-2003)
IEEE DOI 2111
Visualization, Image recognition, Face recognition, Computational modeling, Benchmark testing, Generators BibRef

Bulat, A.[Adrian], Cheng, S.[Shiyang], Yang, J.[Jing], Garbett, A.[Andrew], Sanchez, E.[Enrique], Tzimiropoulos, G.[Georgios],
Pre-training Strategies and Datasets for Facial Representation Learning,
ECCV22(XIII:107-125).
Springer DOI 2211
BibRef

Kusumam, K.[Keerthy], Sanchez, E.[Enrique], Tzimiropoulos, G.[Georgios],
Unsupervised Face Manipulation via Hallucination,
ICPR21(2406-2413)
IEEE DOI 2105
Face recognition, Layout, Feature extraction, Generative adversarial networks, Generators, Spatial resolution, Faces BibRef

Wang, R., Chen, C.F., Peng, H., Liu, X., Li, X.,
Learning 3D Faces from Photo-Realistic Facial Synthesis,
3DV20(858-867)
IEEE DOI 2102
Faces, Shape, Solid modeling, Rendering (computer graphics), Training, Neural networks, 3D Face Modeling BibRef

Yuan, X., Park, I.K.,
Face De-Occlusion Using 3D Morphable Model and Generative Adversarial Network,
ICCV19(10061-10070)
IEEE DOI 2004
convolutional neural nets, face recognition, image capture, image reconstruction, image texture, solid modelling, BibRef

Browatzki, B., Wallraven, C.,
Robust Discrimination and Generation of Faces using Compact, Disentangled Embeddings,
RSL-CV19(579-588)
IEEE DOI 2004
face recognition, image representation, image retrieval, learning (artificial intelligence), Adversarial Autoencoder BibRef

Huang, D., Tao, X., Lu, J., Do, M.N.,
Geometry-Aware GAN for Face Attribute Transfer,
ICIP19(729-733)
IEEE DOI 1910
Face generation, attribute transfer, GAN, warping, geometry-aware BibRef

Lai, S., He, C., Lam, K.,
Low-Resolution Face Recognition Based on Identity-Preserved Face Hallucination,
ICIP19(1173-1177)
IEEE DOI 1910
Face hallucination, low-resolution face recognition, identity-preserved loss, deep learning BibRef

Liu, H., Liu, L., Li, S.,
Color Face Hallucination Using Neighbor Locality Representation and Inter-Channel Correlation,
ICIP19(4429-4433)
IEEE DOI 1910
Color face hallucination, neighbor self-similarity prior, inter-channel correlation, locality-constrained representation BibRef

Singh, M., Nagpal, S., Vatsa, M., Singh, R., Majumdar, A.,
Identity Aware Synthesis for Cross Resolution Face Recognition,
Biometrics18(592-59209)
IEEE DOI 1812
Image resolution, Dictionaries, Face, Face recognition, Image recognition, Training, Machine learning BibRef

Liu, F., Zhu, R., Zeng, D., Zhao, Q., Liu, X.,
Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition,
CVPR18(5216-5225)
IEEE DOI 1812
Face, Shape, Image reconstruction, Face recognition, Decoding BibRef

Ranjan, A.[Anurag], Bolkart, T.[Timo], Sanyal, S.[Soubhik], Black, M.J.[Michael J.],
Generating 3D Faces Using Convolutional Mesh Autoencoders,
ECCV18(III: 725-741).
Springer DOI 1810
BibRef

Feng, M.T.[Ming-Tao], Gilani, S.Z.[Syed Zulqarnain], Wang, Y.[Yaonan], Mian, A.[Ajmal],
3D Face Reconstruction from Light Field Images: A Model-Free Approach,
ECCV18(X: 508-526).
Springer DOI 1810
BibRef

Zhang, K.P.[Kai-Peng], Zhang, Z.P.[Zhan-Peng], Cheng, C.W.[Chia-Wen], Hsu, W.H.[Winston H.], Qiao, Y.[Yu], Liu, W.[Wei], Zhang, T.[Tong],
Super-Identity Convolutional Neural Network for Face Hallucination,
ECCV18(XI: 196-211).
Springer DOI 1810
BibRef

Li, M., Sun, Y., Zhang, Z., Yu, J.,
A Coarse-to-Fine Face Hallucination Method by Exploiting Facial Prior Knowledge,
ICIP18(61-65)
IEEE DOI 1809
Face, Semantics, Training, Feature extraction, Image reconstruction, Image resolution, Eyebrows, Face hallucination, face parsing, facial prior knowledge BibRef

Cao, Q., Lin, L., Shi, Y., Liang, X., Li, G.,
Attention-Aware Face Hallucination via Deep Reinforcement Learning,
CVPR17(1656-1664)
IEEE DOI 1711
Face, History, Image resolution, Learning (artificial intelligence), Neural networks BibRef

Qu, C.C.[Cheng-Chao], Herrmann, C.[Christian], Monari, E.[Eduardo], Schuchert, T.[Tobias], Beyerer, J.[Jurgen],
Robust 3D Patch-Based Face Hallucination,
WACV17(1105-1114)
IEEE DOI 1609
BibRef
Earlier:
3D vs. 2D: On the Importance of Registration for Hallucinating Faces Under Unconstrained Poses,
CRV15(139-146)
IEEE DOI 1507
Face, Image resolution, Shape, Solid modeling, Training. BibRef

Feng, Z.X.[Zhan-Xiang], Lai, J., Xie, X., Yang, D.[Dakun], Mei, L.[Ling],
Face hallucination by deep traversal network,
ICPR16(3276-3281)
IEEE DOI 1705
Databases, Decoding, Face, Feature extraction, Image coding, Image reconstruction, Training BibRef

Du, X.D.[Xiao-Dan], Jiang, F.[Feng], Zhao, D.B.[De-Bin],
Multi-scale face hallucination based on frequency bands analysis,
VCIP13(1-6)
IEEE DOI 1402
discrete cosine transforms BibRef

Cao, K., Rong, Y., Li, C., Tang, X., Loy, C.C.[Chen Change],
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping,
CVPR18(5187-5196)
IEEE DOI 1812
Face, Face recognition, Logic gates, Training, Feature extraction, Computational modeling BibRef

Zhu, S.Z.[Shi-Zhan], Li, C., Loy, C.C.[Chen Change], Tang, X.[Xiaoou],
Unconstrained Face Alignment via Cascaded Compositional Learning,
CVPR16(3409-3417)
IEEE DOI 1612
BibRef

Zhu, S.Z.[Shi-Zhan], Liu, S.F.[Si-Fei], Loy, C.C.[Chen Change], Tang, X.[Xiaoou],
Deep Cascaded Bi-Network for Face Hallucination,
ECCV16(V: 614-630).
Springer DOI 1611
BibRef

Farrugia, R.A., Guillemot, C.,
Robust face hallucination using quantization-adaptive dictionaries,
ICIP16(414-418)
IEEE DOI 1610
Dictionaries BibRef

Tu, Q., Li, J., Javaria, I.,
Locality constraint neighbor embedding via KPCA and optimized reference patch for face hallucination,
ICIP16(424-428)
IEEE DOI 1610
Decision support systems BibRef

Ikram, J., Lu, Y., Li, J., Hui, N.,
Face hallucination scheme based on singular value content metric for K-NN selection and an iterative refining in a modified feature space,
ICIP16(429-433)
IEEE DOI 1610
Euclidean distance BibRef

Li, M.[Minqi], Xu, R.Y.D.[Richard Yi Da], He, X.J.[Xiang-Jian],
Face hallucination based on nonparametric Bayesian learning,
ICIP15(986-990)
IEEE DOI 1512
Face hallucination,ddCRP, nonparametric Bayesian BibRef

Jin, Y.G.[Yong-Gang], Bouganis, C.S.[Christos-Savvas],
Robust multi-image based blind face hallucination,
CVPR15(5252-5260)
IEEE DOI 1510
BibRef

Liu, S.F.[Si-Fei], Yang, M.H.[Ming-Hsuan],
Compressed face hallucination,
ICIP14(4032-4036)
IEEE DOI 1502
Face BibRef

Liang, S.[Shu], Kemelmacher-Shlizerman, I.[Ira], Shapiro, L.G.[Linda G.],
3D Face Hallucination from a Single Depth Frame,
3DV14(31-38)
IEEE DOI 1503
Databases BibRef

Loke, Y.R.[Yuan Ren], Tan, P.[Ping], Kassim, A.A.[Ashraf A.],
Face Hallucination on Personal Photo Albums,
FaceCVHum12(II:284-295).
Springer DOI 1304
BibRef

Jin, Y.G.[Yong-Gang], Bouganis, C.[Christos],
Face hallucination revisited: A joint framework,
ICIP13(981-985)
IEEE DOI 1402
Estimation BibRef

Tan, T.L.[Te-Le], Kühnapfel, T.[Thorsten], Wongso, A.[Amelyn], Lim, F.L.[Fee-Lee],
An Illumination Invariant Face Recognition Approach Using Exemplar-Based Synthesis Technique,
CAIP05(49).
Springer DOI 0509
BibRef

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Face Alignment, Registration, Recognition .


Last update:Mar 16, 2024 at 20:36:19