22.2.2.6.1 Face Frontalization

Chapter Contents (Back)
Frontalization.

Lee, H.S.[Hyung-Soo], Kim, D.J.[Dai-Jin],
Generating frontal view face image for pose invariant face recognition,
PRL(27), No. 7, May 2006, pp. 747-754.
Elsevier DOI 0604
BibRef
Earlier:
Pose Invariant Face Recognition Using Linear Pose Transformation in Feature Space,
CVHCI04(211-220).
Springer DOI 0505
PCA; Kernel PCA; Pose transformation; Discriminant analysis; Pose invariant face recognition Extract features, transform face into frontal pose. BibRef

Hao, Y.H.[Yuan-Hong], Qi, C.[Chun],
A Unified Regularization Framework for Virtual Frontal Face Image Synthesis,
SPLetters(22), No. 5, May 2015, pp. 559-563.
IEEE DOI 1411
Active appearance model BibRef

Asthana, A.[Akshay], Zafeiriou, S.P.[Stefanos P.], Tzimiropoulos, G., Cheng, S.Y.[Shi-Yang], Pantic, M.[Maja],
From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild,
PAMI(37), No. 6, June 2015, pp. 1312-1320.
IEEE DOI 1506
BibRef
Earlier: A1, A2, A4, A5, Only:
Incremental Face Alignment in the Wild,
CVPR14(1859-1866)
IEEE DOI 1409
Active appearance model. Generic face alignment BibRef

Tzimiropoulos, G.[Georgios], Pantic, M.[Maja],
Gauss-Newton Deformable Part Models for Face Alignment In-the-Wild,
CVPR14(1851-1858)
IEEE DOI 1409
Deformable Part Models; Face Alignment; Gauss-Newton; In-the-wild BibRef

Antonakos, E.[Epameinondas], Zafeiriou, S.P.[Stefanos P.],
Automatic Construction of Deformable Models In-the-Wild,
CVPR14(1813-1820)
IEEE DOI 1409
BibRef

Sagonas, C.[Christos], Panagakis, Y.[Yannis], Zafeiriou, S.P.[Stefanos P.], Pantic, M.[Maja],
Robust Statistical Frontalization of Human and Animal Faces,
IJCV(122), No. 2, April 2017, pp. 270-291.
Springer DOI 1704
BibRef
Earlier:
Robust Statistical Face Frontalization,
ICCV15(3871-3879)
IEEE DOI 1602
BibRef
Earlier:
RAPS: Robust and Efficient Automatic Construction of Person-Specific Deformable Models,
CVPR14(1789-1796)
IEEE DOI 1409
batch image alignment BibRef

Sagonas, C.[Christos], Ververas, E., Panagakis, Y.[Yannis], Zafeiriou, S.P.[Stefanos P.],
Recovering Joint and Individual Components in Facial Data,
PAMI(40), No. 11, November 2018, pp. 2668-2681.
IEEE DOI 1810
Matrix decomposition, Robustness, Sparse matrices, Visualization, Data mining, Minimization, Low-rank, sparsity, joint and individual components BibRef

Sagonas, C.[Christos], Panagakis, Y.[Yannis], Leidinger, A., Zafeiriou, S.P.[Stefanos P.],
Robust Joint and Individual Variance Explained,
CVPR17(5739-5748)
IEEE DOI 1711
Closed-form solutions, Face, Optimization, Robustness, Sparse matrices, Visualization BibRef

Zafeiriou, S.P.[Stefanos P.], Zhang, C.[Cha], Zhang, Z.Y.[Zheng-You],
A survey on face detection in the wild: Past, present and future,
CVIU(138), No. 1, 2015, pp. 1-24.
Elsevier DOI 1506
Survey, Face Detection. Face detection BibRef

Deng, W.H.[Wei-Hong], Hu, J.[Jiani], Wu, Z.J.[Zhong-Jun], Guo, J.[Jun],
Lighting-aware face frontalization for unconstrained face recognition,
PR(68), No. 1, 2017, pp. 260-271.
Elsevier DOI 1704
Face frontalization
See also Robust, accurate and efficient face recognition from a single training image: A uniform pursuit approach.
See also Fine-grained face verification: FGLFW database, baselines, and human-DCMN partnership. BibRef

Wu, Z.J.[Zhong-Jun], Li, J.Y.[Jia-Yu], Hu, J.[Jiani], Deng, W.H.[Wei-Hong],
Pose-invariant face recognition using 3D multi-depth generic elastic models,
FG15(1-6)
IEEE DOI 1508
face recognition BibRef

Zhang, T.[Ting], Dong, Q.L.[Qiu-Lei], Tang, M.[Ming], Hu, Z.Y.[Zhan-Yi],
Two-Stream Deep Correlation Network for Frontal Face Recovery,
SPLetters(24), No. 10, October 2017, pp. 1478-1482.
IEEE DOI 1710
feature extraction, image fusion, image texture, geometric characteristics, multiplicative patch correlation layer, pose variations, BibRef

Zhang, T.[Ting], Wang, H.[Hong], Dong, Q.L.[Qiu-Lei],
Deep Disentangling Siamese Network for Frontal Face Synthesis Under Neutral Illumination,
SPLetters(25), No. 9, September 2018, pp. 1344-1348.
IEEE DOI 1809
face recognition, feature extraction, image coding, image representation, learning (artificial intelligence), Siamese network BibRef

Xu, X.[Xin], Liang, J.Z.[Jiu-Zhen], Chen, C.[Chen], Hou, Z.J.[Zhen-Jie],
Weighted similarity and distance metric learning for unconstrained face verification with 3D frontalisation,
IET-IPR(13), No. 2, February 2019, pp. 399-408.
DOI Link 1902
BibRef

Zhang, Z., Chen, X., Wang, B., Hu, G., Zuo, W., Hancock, E.R.,
Face Frontalization Using an Appearance-Flow-Based Convolutional Neural Network,
IP(28), No. 5, May 2019, pp. 2187-2199.
IEEE DOI 1903
convolutional neural nets, face recognition, image colour analysis, image texture, face recognition BibRef

Cao, J.[Jie], Hu, Y.[Yibo], Zhang, H.W.[Hong-Wen], He, R.[Ran], Sun, Z.A.[Zhen-An],
Towards High Fidelity Face Frontalization in the Wild,
IJCV(128), No. 5, May 2020, pp. 1485-1504.
Springer DOI 2005
BibRef

Liu, Y.F.[Yan-Fei], Chen, J.H.[Jun-Hua],
Unsupervised face Frontalization for pose-invariant face recognition,
IVC(106), 2021, pp. 104093.
Elsevier DOI 2102
Face frontalization generative adversarial network pose-invariant face recognition BibRef

Tsai, K.Y.[Kai-Yuan], Tsai, Y.W.[Yi-Wei], Lee, Y.C.[Yih-Cherng], Ding, J.J.[Jian-Jiun], Chang, R.Y.[Ronald Y.],
Frontalization and adaptive exponential ensemble rule for deep-learning-based facial expression recognition system,
SP:IC(96), 2021, pp. 116321.
Elsevier DOI 2106
Facial expression, Face recognition, Convolutional neural network, Hierarchical structure BibRef

Tu, X.G.[Xiao-Guang], Zhao, J.[Jian], Liu, Q.K.[Qian-Kun], Ai, W.J.[Wen-Jie], Guo, G.D.[Guo-Dong], Li, Z.F.[Zhi-Feng], Liu, W.[Wei], Feng, J.S.[Jia-Shi],
Joint Face Image Restoration and Frontalization for Recognition,
CirSysVideo(32), No. 3, March 2022, pp. 1285-1298.
IEEE DOI 2203
Face recognition, Image restoration, Training, Task analysis, Generators, Lighting, Feature extraction, unconstrained face recognition BibRef

Taherkhani, F.[Fariborz], Talreja, V.[Veeru], Dawson, J.[Jeremy], Valenti, M.C.[Matthew C.], Nasrabadi, N.M.[Nasser M.],
Profile to frontal face recognition in the wild using coupled conditional generative adversarial network,
IET-Bio(11), No. 3, 2022, pp. 260-276.
DOI Link 2205
biometric applications, face biometrics, face recognition, feature extraction, image retrieval BibRef

Duan, Q.Y.[Qing-Yan], Zhang, L.[Lei], Gao, X.B.[Xin-Bo],
Simultaneous Face Completion and Frontalization via Mask Guided Two-Stage GAN,
CirSysVideo(32), No. 6, June 2022, pp. 3761-3773.
IEEE DOI 2206
Face recognition, Task analysis, Generative adversarial networks, Image restoration, Generators, Faces, Face frontalization, generative adversarial net (GAN) BibRef

Luan, X.[Xiao], Zheng, J.[Jiezhong], Li, W.S.[Wei-Sheng],
Learning Unsupervised Face Normalization Through Frontal View Reconstruction,
CirSysVideo(32), No. 8, August 2022, pp. 5201-5212.
IEEE DOI 2208
Face recognition, Generative adversarial networks, Feature extraction, Training, Image reconstruction, Generators, dynamic weighting BibRef

Liu, Y.F.[Yan-Fei], Chen, J.H.[Jun-Hua],
Unsupervised face frontalization using disentangled representation-learning CycleGAN,
CVIU(222), 2022, pp. 103526.
Elsevier DOI 2209
Face recognition, Face frontalization, Disentangled representation, General adversarial network BibRef

Jiang, F.[Fazhen], Yang, X.Y.[Xiao-Yuan], Ren, H.[Huwei], Li, Z.Z.[Zheng-Ze], Shen, K.Q.[Kang-Qing], Jiang, J.[Jin], Li, Y.X.[Yi-Xiao],
DuaFace: Data uncertainty in angular based loss for face recognition,
PRL(167), 2023, pp. 25-29.
Elsevier DOI 2303
Face recognition, Loss function, Data uncertainty BibRef

Kang, Z.[Zhiqi], Sadeghi, M.[Mostafa], Horaud, R.[Radu], Alameda-Pineda, X.[Xavier],
Expression-Preserving Face Frontalization Improves Visually Assisted Speech Processing,
IJCV(131), No. 5, May 2023, pp. 1122-1140.
Springer DOI 2305
BibRef

Bao, Y.T.[Yong-Tang], Zhou, P.F.[Peng-Fei], Qi, Y.[Yue], Wang, Z.H.[Zhi-Hui], Fan, Q.[Qing],
Learning Pixel Perception for Identity and Illumination Consistency Face Frontalization in the Wild,
IEICE(E106-D), No. 5, May 2023, pp. 794-803.
WWW Link. 2305
BibRef

Xin, J.W.[Jing-Wei], Wei, Z.K.[Zi-Kai], Wang, N.N.[Nan-Nan], Li, J.[Jie], Wang, X.Y.[Xiao-Yu], Gao, X.B.[Xin-Bo],
Learning a High Fidelity Identity Representation for Face Frontalization,
CirSysVideo(33), No. 11, November 2023, pp. 6952-6964.
IEEE DOI 2311
BibRef

Zeng, K.[Kangli], Wang, Z.Y.[Zhong-Yuan], Lu, T.[Tao], Chen, J.Y.[Jian-Yu], Han, Z.[Zhen],
Implicit space pose consistent transfer network for deep face verification,
PRL(176), 2023, pp. 1-6.
Elsevier DOI 2312
Face recognition, Pose consistency, Frontalization, Attention mechanism BibRef


Di, X.[Xing], Hu, S.[Shuowen], Patel, V.M.[Vishal M],
Heterogeneous Face Frontalization via Domain Agnostic Learning,
FG21(01-08)
IEEE DOI 2303
Training, Representation learning, Visualization, Face recognition, Surveillance, Gesture recognition, Thermal conductivity BibRef

Hasani, I.[Ibrahim], Arif, O.[Omar],
Pose Calibrated Feature Aggregation for Face Set Recognition,
ICIP22(161-165)
IEEE DOI 2211
Image quality, Adaptation models, Image recognition, Face recognition, Predictive models, Metadata, open-set prediction BibRef

Liao, J.[Jiashu], Sanchez, V.[Victor], Guha, T.[Tanaya],
Self-Supervised Frontalization and Rotation GAN with Random Swap for Pose-Invariant Face Recognition,
ICIP22(911-915)
IEEE DOI 2211
Image recognition, Face recognition, Force, Semisupervised learning, Benchmark testing, face frontalization BibRef

Ju, Y.J.[Yeong-Joon], Lee, G.H.[Gun-Hee], Hong, J.H.[Jung-Ho], Lee, S.W.[Seong-Whan],
Complete Face Recovery GAN: Unsupervised Joint Face Rotation and De-Occlusion from a Single-View Image,
WACV22(1173-1183)
IEEE DOI 2202
Training, Solid modeling, Codes, Face recognition, Semi- and Un- supervised Learning BibRef

Tang, C.H.[Chia-Hao], Chou, Y.M.[Yi-Mei], Hsu, G.S.J.[Gee-Sern Jison],
Multi-View Normalization for Face Recognition,
ICIP21(2343-2347)
IEEE DOI 2201
Training, Face recognition, Force, Lighting, Transforms, Benchmark testing BibRef

Kang, Z.Q.[Zhi-Qi], Horaud, R.[Radu], Sadeghi, M.[Mostafa],
Robust Face Frontalization For Visual Speech Recognition*,
TradiCV21(2485-2495)
IEEE DOI 2112
Visualization, Shape, Face recognition, Lips, Pipelines, Mouth BibRef

Li, K., Zhao, Q.,
IF-GAN: Generative Adversarial Network for Identity Preserving Facial Image Inpainting and Frontalization,
FG20(45-52)
IEEE DOI 2102
Face recognition, Faces, Image restoration, Generators, Image reconstruction, Image recognition, face recognition BibRef

Yin, Y., Jiang, S., Robinson, J.P., Fu, Y.,
Dual-Attention GAN for Large-Pose Face Frontalization,
FG20(249-256)
IEEE DOI 2102
Face recognition, Faces, Generative adversarial networks, Generators, Training, face synthesis BibRef

Ma, L.Q.[Li-Qian], Lin, Z.[Zhe], Barnes, C.[Connelly], Efros, A.A.[Alexei A.], Lu, J.W.[Jing-Wan],
Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild,
ECCV20(XVII:156-173).
Springer DOI 2011
BibRef

Vonikakis, V., Winkler, S.,
Identity-Invariant Facial Landmark Frontalization For Facial Expression Analysis,
ICIP20(2281-2285)
IEEE DOI 2011
Faces, Standardization, Mouth, Nose, Training, Shape BibRef

Wei, Y.X.[Yu-Xiang], Liu, M.[Ming], Wang, H.L.[Hao-Lin], Zhu, R.F.[Rui-Feng], Hu, G.S.[Guo-Sheng], Zuo, W.M.[Wang-Meng],
Learning Flow-based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision,
ECCV20(XII: 558-574).
Springer DOI 2010
BibRef

Zhang, S., Miao, Q., huang, M., Zhu, X., Chen, Y., Lei, Z., Wang, J.,
Pose-Weighted GAN for Photorealistic Face Frontalization,
ICIP19(2384-2388)
IEEE DOI 1910
face frontalization, pose-invariant, face recognition, PW-GAN BibRef

Pal, D., Bhagavatula, C., Zheng, Y., Tao, R., Savvides, M.,
Is Pose Really Solved? A Frontalization Study On Off-Angle Face Matching,
WACV19(2058-2067)
IEEE DOI 1904
face recognition, image matching, pose estimation, frontalization study, large-scale face recognition benchmarks, Benchmark testing BibRef

Liang, J., Liu, F., Tu, H., Zhao, Q., Jain, A.K.,
On Mugshot-based Arbitrary View Face Recognition,
ICPR18(3126-3131)
IEEE DOI 1812
Face, Shape, Face recognition, Image reconstruction, Probes. BibRef

Damer, N.[Naser], Wainakh, Y., Henniger, O., Méndez, N.[Nelson], Bouza, L.A.[Luis A.], Chang, L.[Leonardo], Méndez-Vázquez, H.[Heydi],
Efficient and Effective Face Frontalization for Face Recognition in the Wild,
CIARP17(391-398).
Springer DOI 1802
BibRef

Yin, X., Yu, X., Sohn, K., Liu, X., Chandraker, M.[Manmohan],
Towards Large-Pose Face Frontalization in the Wild,
ICCV17(4010-4019)
IEEE DOI 1802
face recognition, feature extraction, image reconstruction, learning (artificial intelligence), BibRef

Huang, R., Zhang, S., Li, T., He, R.,
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis,
ICCV17(2458-2467)
IEEE DOI 1802
face recognition, image coding, learning (artificial intelligence), TP-GAN, adversarial loss, Training BibRef

Ferrari, C., Lisanti, G., Berretti, S., del Bimbo, A.,
Effective 3D based frontalization for unconstrained face recognition,
ICPR16(1047-1052)
IEEE DOI 1705
Face, Face recognition, Rendering (computer graphics), Solid modeling. BibRef

Wang, Y.M.[Yi-Ming], Yu, H.[Hui], Dong, J.Y.[Jun-Yu], Jian, M., Liu, H.H.[Hong-Hai],
Cascade support vector regression-based facial expression-aware face frontalization,
ICIP17(2831-2835)
IEEE DOI 1803
Estimation, Face, Face recognition, Shape, Support vector machines, support vector regression BibRef

Wang, Y.M.[Yi-Ming], Yu, H.[Hui], Dong, J.Y.[Jun-Yu], Stevens, B.[Brett], Liu, H.H.[Hong-Hai],
Facial Expression-Aware Face Frontalization,
ACCV16(III: 375-388).
Springer DOI 1704
BibRef

Hassner, T.[Tal], Harel, S.[Shai], Paz, E.[Eran], Enbar, R.[Roee],
Effective face frontalization in unconstrained images,
CVPR15(4295-4304)
IEEE DOI 1510
BibRef

Cheung, K.W.[Kin-Wang], Chen, J.S.[Jian-Sheng], Moon, Y.S.[Yiu-Sang],
Synthesizing Frontal Faces on Calibrated Stereo Cameras for Face Recognition,
ICB09(347-356).
Springer DOI 0906
BibRef
Earlier:
Pose-tolerant Non-frontal Face Recognition using EBGM,
BTAS08(1-6).
IEEE DOI 0809
BibRef

Xiang, Y.[Yan], Su, G.D.[Guang-Da],
Multi-parts and multi-feature fusion in face verification,
Biometrics08(1-6).
IEEE DOI 0806
BibRef

Li, C.C.[Cong-Cong], Su, G.D.[Guang-Da], Shang, Y.[Yan], Li, Y.C.[Ying-Chun], Xiang, Y.[Yan],
Face Recognition Based on Pose-Variant Image Synthesis and Multi-level Multi-feature Fusion,
AMFG07(261-275).
Springer DOI 0710
BibRef

Li, C.C.[Cong-Cong], Su, G.D.[Guang-Da], Shang, Y.[Yan], Li, Y.C.[Ying-Chun],
Frontal Face Synthesis Based on Multiple Pose-Variant Images for Face Recognition,
ICB07(948-957).
Springer DOI 0708
BibRef

Blanz, V.[Volker], Grother, P.J.[Patrick J.], Phillips, P.J.[P. Jonathon], Vetter, T.[Thomas],
Face Recognition Based on Frontal Views Generated from Non-Frontal Images,
CVPR05(II: 454-461).
IEEE DOI 0507
BibRef

Ma, J., Ahuja, N.,
Recovering Frontal-pose Image from a Single Profile Image,
ICIP00(Vol II: 243-246).
IEEE DOI 0008
BibRef

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Face Hallucination for Recognition Using Three-Dimensional Models .


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