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


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, gallium compounds, 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, Three-dimensional displays, Two, dimensional, displays 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 17, 2018 at 09:12:27