11.14.4.4.1 Single Image 3-D Face Model Generation, Three-Dimensional Models

Chapter Contents (Back)
Face Models. Primarily concerned with single images
See also Face Recognition Using Three-Dimensional Models, 3-D Models.
See also Face Three-Dimensional Model Generation for Recognition, 3-D Models.
See also Face Synthesis Using Three-Dimensional Models.
See also Face Animation, Video Face Synthesis.
See also Register 3-D Data, Range Registration, 3-D Correspondence.

Atick, J.J., Griffin, P.A., Redlich, A.N.,
Statistical Approach to Shape from Shading: Reconstruction of 3-Dimensional Face Surfaces from Single 2-Dimensional Images,
NeurComp(8), No. 6, August 15 1996, pp. 1321-1340. 9608
Applied to human faces. BibRef

Kuo, C.J., Huang, R.S.[Ruey-Song], Lin, T.G.[Tsang-Gang],
3-D facial model estimation from single front-view facial image,
CirSysVideo(12), No. 3, March 2002, pp. 183-192.
IEEE Top Reference. 0205
BibRef

Park, J.S.[Jeong-Seon], Lee, S.W.[Seong-Whan],
An Example-Based Face Hallucination Method for Single-Frame, Low-Resolution Facial Images,
IP(17), No. 10, October 2008, pp. 1806-1816.
IEEE DOI 0809
BibRef
Earlier:
Stepwise Reconstruction of High-Resolution Facial Image Based on Interpolated Morphable Face Model,
AVBPA05(102).
Springer DOI 0509
BibRef
Earlier:
Reconstruction of High-Resolution Facial Image Using Recursive Error Back-Projection,
ICBA04(59-66).
Springer DOI 0505
BibRef
And:
Enhancing low-resolution facial images using error back-projection for human identification at a distance,
ICPR04(I: 346-349).
IEEE DOI 0409
BibRef

Wong, H.S.[Hau-San], Ma, B.[Bo], Yu, Z.W.[Zhi-Wen], Yeung, P.F.[Pui Fong], Ip, H.H.S.,
3-D Head Model Retrieval Using a Single Face View Query,
MultMed(9), No. 5, August 2007, pp. 1026-1036.
IEEE DOI 0905
BibRef

Lee, M.[Minsik], Choi, C.H.[Chong-Ho],
Fast facial shape recovery from a single image with general, unknown lighting by using tensor representation,
PR(44), No. 7, July 2011, pp. 1487-1496.
Elsevier DOI 1103
BibRef
Earlier:
Facial Shape Recovery from a Single Image with an Arbitrary Directional Light Using Linearly Independent Representation,
ISVC09(I: 740-749).
Springer DOI 0911
Facial shape recovery; Shape from shading; Statistical face model BibRef

Lee, M.[Minsik], Choi, C.H.[Chong-Ho],
A robust real-time algorithm for facial shape recovery from a single image containing cast shadow under general, unknown lighting,
PR(46), No. 1, January 2013, pp. 38-44.
Elsevier DOI 1209
Facial shape recovery; Shape from shading; Statistical face model BibRef

Lee, M.[Minsik], Choi, C.H.[Chong-Ho],
Real-time facial shape recovery from a single image under general, unknown lighting by rank relaxation,
CVIU(120), No. 1, 2014, pp. 59-69.
Elsevier DOI 1403
Facial shape recovery BibRef

Suh, S.H.[Sung-Ho], Lee, M.[Minsik], Choi, C.H.[Chong-Ho],
Robust Albedo Estimation From a Facial Image With Cast Shadow Under General Unknown Lighting,
IP(22), No. 1, January 2013, pp. 391-401.
IEEE DOI 1301
BibRef
Earlier:
Robust albedo estimation from a facial image with cast shadow,
ICIP11(873-876).
IEEE DOI 1201
BibRef

Song, M.L.[Ming-Li], Tao, D., Huang, X., Chen, C.[Chun], Bu, J.J.[Jia-Jun],
Three-Dimensional Face Reconstruction From a Single Image by a Coupled RBF Network,
IP(21), No. 5, May 2012, pp. 2887-2897.
IEEE DOI 1204
BibRef

Patel, N.[Narendra], Zaveri, M.[Mukesh],
3D facial model reconstruction, expressions synthesis and animation using single frontal face image,
SIViP(7), No. 5, September 2013, pp. 889-897.
WWW Link. 1309
BibRef

Jo, J.[Jaeik], Choi, H.S.[Hee-Seung], Kim, I.J.[Ig-Jae], Kim, J.H.[Jai-Hie],
Single-view-based 3D facial reconstruction method robust against pose variations,
PR(48), No. 1, 2015, pp. 73-85.
Elsevier DOI 1410
3D facial reconstruction BibRef

Maghari, A., Venkat, I., Liao, I.Y., Belaton, B.,
Adaptive face modelling for reconstructing 3D face shapes from single 2D images,
IET-CV(8), No. 5, October 2014, pp. 441-454.
DOI Link 1412
face recognition BibRef

Dou, P.F.[Peng-Fei], Wu, Y.H.[Yu-Hang], Shah, S.K.[Shishir K.], Kakadiaris, I.A.[Ioannis A.],
Monocular 3D facial shape reconstruction from a single 2D image with coupled-dictionary learning and sparse coding,
PR(81), 2018, pp. 515-527.
Elsevier DOI 1806
Dictionary learning, Sparse coding, 3D super-resolution, 3D face modeling, 3D face reconstruction BibRef

Jiang, L., Zhang, J., Deng, B., Li, H., Liu, L.,
3D Face Reconstruction With Geometry Details From a Single Image,
IP(27), No. 10, October 2018, pp. 4756-4770.
IEEE DOI 1808
computer animation, image colour analysis, image reconstruction, optimisation, face animation, monocular video inputs, 3D face reconstruction BibRef

Tu, X.G.[Xiao-Guang], Zhao, J.[Jian], Xie, M.[Mei], Jiang, Z.H.[Zi-Hang], Balamurugan, A.[Akshaya], Luo, Y.[Yao], Zhao, Y.[Yang], He, L.X.[Ling-Xiao], Ma, Z.[Zheng], Feng, J.S.[Jia-Shi],
3D Face Reconstruction From A Single Image Assisted by 2D Face Images in the Wild,
MultMed(23), 2021, pp. 1160-1172.
IEEE DOI 2105
Face, Solid modeling, Image reconstruction, Shape, self-supervision BibRef

Schlett, T.[Torsten], Rathgeb, C.[Christian], Busch, C.[Christoph],
Deep learning-based single image face depth data enhancement,
CVIU(210), 2021, pp. 103247.
Elsevier DOI 2109
3D face depth, Deep learning, Image enhancement, Face depth synthesis, Face recognition, Presentation attack detection BibRef

Zhang, F.[Fan], Liu, N.[Na], Hu, Y.L.[Yong-Li], Duan, F.Q.[Fu-Qing],
MFFNet: Single facial depth map refinement using multi-level feature fusion,
SP:IC(103), 2022, pp. 116649.
Elsevier DOI 2203
Depth refinement, Facial depth map, Feature fusion BibRef

Zhu, H.[Hao], Yang, H.T.[Hao-Tian], Guo, L.W.[Long-Wei], Zhang, Y.[Yidi], Wang, Y.[Yanru], Huang, M.K.[Ming-Kai], Wu, M.[Menghua], Shen, Q.[Qiu], Yang, R.G.[Rui-Gang], Cao, X.[Xun],
FaceScape: 3D Facial Dataset and Benchmark for Single-View 3D Face Reconstruction,
PAMI(45), No. 12, December 2023, pp. 14528-14545.
IEEE DOI 2311
BibRef

Liu, L.Y.[Le-Yuan], Liu, X.[Xu], Sun, J.C.[Jian-Chi], Gao, C.X.[Chang-Xin], Chen, J.Y.[Jing-Ying],
SeIF: Semantic-Constrained Deep Implicit Function for Single-Image 3D Head Reconstruction,
MultMed(26), 2024, pp. 10106-10120.
IEEE DOI 2410
Image reconstruction, Semantics, Solid modeling, Faces, Codes, Fires, 3D head reconstruction, 3D morphable model, semantic constraint BibRef


Xu, W.[Wei], Fu, Z.H.[Zhi-Hong], Chen, Z.X.[Zhi-Xing], Deng, Q.[Qili], Fu, M.T.[Ming-Tao], Zhang, X.J.[Xi-Jin], Gao, Y.[Yuan], Du, D.K.[Daniel K.], Zheng, M.[Min],
Hiface: Hybrid Task Learning for Face Reconstruction from Single Image,
PeopleAn22(382-391).
Springer DOI 2304
BibRef

Wang, J.[Jing], Zhang, S.K.[Shi-Kun], Song, F.Y.[Feng-Yi], Song, G.[Ge], Yang, M.[Ming],
Exploring Occlusion-Sensitive Deep Network for Single-View 3D Face Reconstruction,
ICIP22(1821-1825)
IEEE DOI 2211
Training, Geometry, Solid modeling, Task analysis, Faces, Image reconstruction, 3D Face Reconstruction, 3D Morphable Model, Deep Learning BibRef

Wang, J.[Jing], Zhang, S.K.[Shi-Kun], Song, F.Y.[Feng-Yi], Song, G.[Ge], Yang, M.[Ming],
A Lightweight Network with Multi-Stage Feature Fusion Module for Single-View 3d Face Reconstruction,
ICIP22(1801-1805)
IEEE DOI 2211
Training, Deep learning, Industries, Solid modeling, Face recognition, Predictive models, 3D Face Reconstruction, Deep Learning BibRef

Dey, R.[Rahul], Boddeti, V.N.[Vishnu Naresh],
Generating Diverse 3D Reconstructions from a Single Occluded Face Image,
CVPR22(1537-1547)
IEEE DOI 2210
Solid modeling, Shape, Face recognition, Fitting, Robustness, Iterative methods, 3D from single images, Face and gestures, Statistical methods BibRef

Wang, L.[Lizhen], Chen, Z.Y.[Zhi-Yuan], Yu, T.[Tao], Ma, C.G.[Chen-Guang], Li, L.[Liang], Liu, Y.B.[Ye-Bin],
FaceVerse: a Fine-grained and Detail-controllable 3D Face Morphable Model from a Hybrid Dataset,
CVPR22(20301-20310)
IEEE DOI 2210
Solid modeling, Face recognition, Fitting, Pipelines, Predictive models, Rendering (computer graphics), 3D from single images BibRef

Wang, S.[Shan], Shen, X.[Xukun], Yu, K.[Kun],
Real-Time 3d Face Reconstruction from Single Image Using End-To-End Cnn Regression,
ICIP21(3293-3297)
IEEE DOI 2201
Learning systems, Solid modeling, Runtime, Reconstruction algorithms, Network architecture, multi-scale face representation BibRef

Zhong, Y.C.[Yi-Cheng], Pei, Y.[Yuru], Li, P.X.[Pei-Xin], Guo, Y.[Yuke], Ma, G.Y.[Geng-Yu], Liu, M.[Meng], Bai, W.[Wei], Wu, W.H.[Wen-Hai], Zha, H.B.[Hong-Bin],
Face Denoising and 3D Reconstruction from A Single Depth Image,
FG20(117-124)
IEEE DOI 2102
Face recognition, Shape, Generators, Image reconstruction, solid modeling, Faces, Face Denoising, Depth Image BibRef

Zhou, H., Liu, J., Liu, Z., Liu, Y., Wang, X.,
Rotate-and-Render: Unsupervised Photorealistic Face Rotation From Single-View Images,
CVPR20(5910-5919)
IEEE DOI 2008
Face, Solid modeling, Image reconstruction, Training BibRef

Xing, Y., Tewari, R., Mendonca, P.,
A Self-Supervised Bootstrap Method for Single-Image 3D Face Reconstruction,
WACV19(1014-1023)
IEEE DOI 1904
face recognition, image reconstruction, rendering (computer graphics), statistical analysis, BibRef

Wu, T., Zhou, F., Liao, Q.,
Real-time 3D face reconstruction from one single image by displacement mapping,
ICIP17(2204-2208)
IEEE DOI 1803
Face, Image reconstruction, Nose, Solid modeling, Training, reference model BibRef

Richardson, E., Sela, M.[Matan], Or-El, R., Kimmel, R.[Ron],
Learning Detailed Face Reconstruction from a Single Image,
CVPR17(5553-5562)
IEEE DOI 1711
Face, Geometry, Image reconstruction, Solid modeling, Training BibRef

Hassner, T.[Tal],
Viewing Real-World Faces in 3D,
ICCV13(3607-3614)
IEEE DOI 1403
Faces; Monocular 3D; Single-view 3D reconstruction BibRef

Abdelrahim, A.S.[Aly S.], Shalaby, A.[Ahmed], Elhabian, S.[Shireen], Graham, J.[James], Farag, A.A.[Aly A.],
A 3D reconstruction of the human jaw from a single image,
ICIP13(3622-3626)
IEEE DOI 1402
2D-PCA BibRef

Cheng, W.P.[Wen-Po], Hsiang, T.R.[Tien-Ruey],
Tensor-based 3D color face reconstruction using a single image,
ICARCV12(883-888).
IEEE DOI 1304
BibRef

Hara, T.[Tomoya], Kubo, H.[Hiroyuki], Maejima, A.[Akinobu], Morishima, S.[Shigeo],
Fast-accurate 3D face model generation using a single video camera,
ICPR12(1269-1272).
WWW Link. 1302
BibRef

Segundo, M.P.[Mauricio Pamplona], Silva, L.[Luciano], Bellon, O.R.P.[Olga Regina Pereira],
Improving 3D face reconstruction from a single image using half-frontal face poses,
ICIP12(1797-1800).
IEEE DOI 1302
BibRef

Dornaika, F.[Fadi], Raducanu, B.[Bogdan],
Person-Specific Face Shape Estimation under Varying Head Pose from Single Snapshots,
ICPR10(3496-3499).
IEEE DOI 1008
BibRef

Wang, X.W.[Xian-Wang], Yang, R.G.[Rui-Gang],
Learning 3D shape from a single facial image via non-linear manifold embedding and alignment,
CVPR10(414-421).
IEEE DOI 1006
BibRef

Castelán, M.[Mario], Puerto-Souza, G.A.[Gustavo A.], van Horebeek, J.[Johan],
Using Subspace Multiple Linear Regression for 3D Face Shape Prediction from a Single Image,
ISVC09(II: 662-673).
Springer DOI 0911
BibRef

Kuhl, A.[Annika], Tan, T.[Tele], Venkatesh, S.[Svetha],
Automatic Fitting of a Deformable Face Mask Using a Single Image,
MIRAGE09(69-81).
Springer DOI 0905
BibRef

Breuer, P.[Pia], Kim, K.I.[Kwang-In], Kienzle, W.[Wolf], Scholkopf, B.[Bernhard], Blanz, V.[Volker],
Automatic 3D face reconstruction from single images or video,
FG08(1-8).
IEEE DOI 0809
BibRef

Farag, A.A.[Aly A.], Elhabian, S.[Shireen], Abdelrehim, A.S.[Aly S.], Aboelmaaty, W.[Wael], Farman, A.[Allan],
Model-Based Human Teeth Shape Recovery from a Single Optical Image with Unknown Illumination,
MCVM12(263-272).
Springer DOI 1305
BibRef

Elhabian, S.[Shireen], Mostafa, E.A.[Eslam A.], Rara, H.[Ham], Farag, A.A.[Aly A.],
Non-Lambertian Model-based Facial Shape Recovery from Single Image Under Unknown General Illumination,
CRV12(252-259).
IEEE DOI 1207
BibRef

Farag, A.A.[Aly A.],
3D face recovery from intensities of general and unknown lighting using Partial Least Squares,
ICIP10(4041-4044).
IEEE DOI 1009
BibRef
Earlier:
Model-based shape recovery from single images of general and unknown lighting,
ICIP09(517-520).
IEEE DOI 0911

See also Towards accurate and efficient representation of image irradiance of convex-Lambertian objects under unknown near lighting. BibRef

Ahmed, A.[Abdelrehim], Farag, A.A.[Aly A.], Starr, T.[Thomas],
A new symmetric shape from shading algorithm with an application to 3-D face reconstruction,
ICIP08(201-204).
IEEE DOI 0810
BibRef

Ahmed, A.[Abdelrehim], Farag, A.A.[Aly A.],
A New Statistical Model Combining Shape and Spherical Harmonics Illumination for Face Reconstruction,
ISVC07(I: 531-541).
Springer DOI 0711
BibRef

Lei, Z.[Zhen], Bai, Q.Q.[Qin-Qun], He, R.[Ran], Li, S.Z.[Stan Z.],
Face shape recovery from a single image using CCA mapping between tensor spaces,
CVPR08(1-7).
IEEE DOI 0806
BibRef

Yoshiki, K.[Kaori], Saito, H.[Hideo], Mochimaru, M.[Masaaki],
Reconstruction of 3D Face Model from Single Shading Image Based on Anatomical Database,
ICPR06(IV: 350-353).
IEEE DOI 0609
BibRef

Chapter on 3-D Object Description and Computation Techniques, Surfaces, Deformable, View Generation, Video Conferencing continues in
Talking Heads, Speech Driven Face Animation .


Last update:Mar 12, 2025 at 14:27:03