21.2.2.3.1 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, Computer vision, 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


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.,
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:Nov 7, 2019 at 15:08:56