22.4.1.6.1 Human Models, 3-D Human Modeling

Chapter Contents (Back)
Human Models. Body Descriptions.
See also Human Mesh Descriptions.
See also Human Body Shape.

Kakadiaris, I.A.[Ioannis A.], Sharma, R.[Rajeev], Yeasin, M.[Mohammed],
Introduction to the special issue on human modeling, analysis, and synthesis,
MVA(14), No. 4, September 2003, pp. 197-198.
Springer DOI 0309
BibRef

Hilton, A.[Adrian],
Computer vision for human modelling and analysis,
MVA(14), No. 4, September 2003, pp. 206-209.
Springer DOI 0309
BibRef

Boulay, B.[Bernard], Brémond, F.[Francois], Thonnat, M.[Monique],
Applying 3D human model in a posture recognition system,
PRL(27), No. 15, November 2006, pp. 1788-1796.
Elsevier DOI 0609
3D human model; Silhouette; Horizontal and vertical projections; Hu moments; Image skeletonisation BibRef

Tong, M.L.[Ming-Lei], Liu, Y.C.[Yun-Cai], Huang, T.S.[Thomas S.],
3D human model and joint parameter estimation from monocular image,
PRL(28), No. 7, May 2007, pp. 797-805.
Elsevier DOI 0703
BibRef
Earlier:
Recover Human Pose from Monocular Image Under Weak Perspective Projection,
CVHCI05(36).
Springer DOI 0601
3D human model; 2D images; Convolution surface; Model initialization; Motion estimation BibRef

Zhao, X.[Xu], Liu, Y.C.[Yun-Cai],
Generative Estimation of 3D Human Pose Using Shape Contexts Matching,
ACCV07(I: 419-429).
Springer DOI 0711
BibRef

Pan, H.L.[Hai-Lang], Liu, Y.C.[Yun-Cai], Shi, L.[Lei],
Modeling of Elastic Articulated Objects and Its Parameters Determination from Image Contours,
CIAP05(527-534).
Springer DOI 0509
Human body models based on occluding contours. BibRef

Hofmann, M.[Michael], Gavrila, D.M.[Dariu M.],
3D Human model adaptation by frame selection and shape-texture optimization,
CVIU(115), No. 11, November 2011, pp. 1559-1570.
Elsevier DOI 1110
BibRef
Earlier:
Single-Frame 3D Human Pose Recovery from Multiple Views,
DAGM09(71-80).
Springer DOI 0909
Human motion analysis; 3D articulated pose estimation BibRef

Hofmann, M.[Michael], Gavrila, D.M.[Dariu M.],
Multi-view 3D Human Pose Estimation in Complex Environment,
IJCV(96), No. 1, January 2012, pp. 103-124.
WWW Link. 1201
BibRef
Earlier:
Multi-view 3D human pose estimation combining single-frame recovery, temporal integration and model adaptation,
CVPR09(2214-2221).
IEEE DOI 0906
BibRef

Zhang, X.Q.[Xiao-Qin], Li, C.C.[Chang-Cheng], Hu, W.M.[Wei-Ming], Tong, X.F.[Xiao-Feng], Maybank, S.J.[Steve J.], Zhang, Y.M.[Yi-Min],
Human Pose Estimation and Tracking via Parsing a Tree Structure Based Human Model,
SMCS(44), No. 5, May 2014, pp. 580-592.
IEEE DOI 1405
BibRef
Earlier: A1, A2, A4, A3, A5, A6:
Efficient human pose estimation via parsing a tree structure based human model,
ICCV09(1349-1356).
IEEE DOI 0909
Markov processes BibRef

Pickup, D., Sun, X., Rosin, P.L., Martin, R.R., Cheng, Z., Lian, Z., Aono, M., Ben Hamza, A., Bronstein, A.M., Bronstein, M.M., Bu, S., Castellani, U., Cheng, S., Garro, V., Giachetti, A., Godil, A., Isaia, L., Han, J., Johan, H., Lai, L., Li, B., Li, C., Li, H., Litman, R., Liu, X., Liu, Z., Lu, Y., Sun, L., Tam, G., Tatsuma, A., Ye, J.,
Shape Retrieval of Non-rigid 3D Human Models,
IJCV(120), No. 2, November 2016, pp. 169-193.
Springer DOI 1609
BibRef

Marin, R., Melzi, S.[Simone], Rodolà, E., Castellani, U.[Umberto],
High-Resolution Augmentation for Automatic Template-Based Matching of Human Models,
3DV19(230-239)
IEEE DOI 1911
Shape, Pipelines, Parametric statistics, Laplace equations, Solid modeling, High Resolution BibRef

Xu, Z.Y.[Zong-Yi], Chang, W.[Wei], Zhu, Y.[Yindi], Dong, L.[Le], Zhou, H.Y.[Hui-Yu], Zhang, Q.[Qianni],
Building High-Fidelity Human Body Models From User-Generated Data,
MultMed(23), 2021, pp. 1542-1556.
IEEE DOI 2106
Biological system modeling, Solid modeling, Image reconstruction, Shape, virtual dressing BibRef

Rong, Y.[Yu], Liu, Z.W.[Zi-Wei], Loy, C.C.[Chen Change],
Chasing the Tail in Monocular 3D Human Reconstruction With Prototype Memory,
IP(31), No. 2022, pp. 2907-2919.
IEEE DOI 2204
Prototypes, Image reconstruction, Solid modeling, Tail, Shape, Predictive models, Motion capture, 3D pose estimation, clustering BibRef

Rong, Y.[Yu], Liu, Z.W.[Zi-Wei], Li, C., Cao, K., Loy, C.C.[Chen Change],
Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild,
ICCV19(5339-5347)
IEEE DOI 2004
feature extraction, image annotation, image reconstruction, image segmentation, learning (artificial intelligence), BibRef

Lu, Y.F.[Yi-Fan], Chen, G.L.[Gen-Lang], Pang, C.Y.[Chao-Yi], Zhang, H.[Haolan], Zhang, B.L.[Bai-Ling],
Subject-Specific Human Modeling for Human Pose Estimation,
HMS(53), No. 1, February 2023, pp. 54-64.
IEEE DOI 2301
Shape, Optimization, Rendering (computer graphics), Pose estimation, Image reconstruction, Annealing, texture reconstruction BibRef

Krawczyk, D.[Damian], Sitnik, R.[Robert],
Segmentation of 3D Point Cloud Data Representing Full Human Body Geometry: A Review,
PR(139), 2023, pp. 109444.
Elsevier DOI 2304
human body silhouette segmentation, automated point cloud segmentation, surface measurement, 3D data acquisition BibRef

Zhang, H.W.[Hong-Wen], Tian, Y.[Yating], Zhang, Y.X.[Yu-Xiang], Li, M.C.[Meng-Cheng], An, L.[Liang], Sun, Z.A.[Zhen-An], Liu, Y.B.[Ye-Bin],
PyMAF-X: Towards Well-Aligned Full-Body Model Regression From Monocular Images,
PAMI(45), No. 10, October 2023, pp. 12287-12303.
IEEE DOI 2310
BibRef

Sun, Q.P.[Qing-Ping], Xiao, Y.[Yi], Zhang, J.[Jie], Zhou, S.Z.[Shi-Zhe], Leung, C.S.[Chi-Sing], Su, X.[Xin],
A Local Correspondence-Aware Hybrid CNN-GCN Model for Single-Image Human Body Reconstruction,
MultMed(25), 2023, pp. 4679-4690.
IEEE DOI 2311
BibRef


Karthikeyan, A.[Akash], Ren, R.[Robert], Kant, Y.[Yash], Gilitschenski, I.[Igor],
AvatarOne: Monocular 3D Human Animation,
WACV24(3635-3645)
IEEE DOI Code:
WWW Link. 2404
Training, Solid modeling, Surface reconstruction, Computational modeling, Avatars, Rendering (computer graphics) BibRef

Su, S.Y.[Shih-Yang], Bagautdinov, T.[Timur], Rhodin, H.[Helge],
NPC: Neural Point Characters from Video,
ICCV23(14749-14759)
IEEE DOI Code:
WWW Link. 2401
BibRef

Wang, Y.[Yufu], Daniilidis, K.[Kostas],
ReFit: Recurrent Fitting Network for 3D Human Recovery,
ICCV23(14598-14608)
IEEE DOI Code:
WWW Link. 2401
BibRef

Yang, X.T.[Xue-Ting], Luo, Y.H.[Yi-Hao], Xiu, Y.L.[Yu-Liang], Wang, W.[Wei], Xu, H.[Hao], Fan, Z.X.[Zhao-Xin],
D-IF: Uncertainty-aware Human Digitization via Implicit Distribution Field,
ICCV23(9088-9098)
IEEE DOI 2401
BibRef

Zhu, Y.[Yue], Samet, N.[Nermin], Picard, D.[David],
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark,
ICCV23(20109-20120)
IEEE DOI 2401
BibRef

Yang, Z.T.[Zhi-Tao], Cai, Z.A.[Zhong-Ang], Mei, H.[Haiyi], Liu, S.[Shuai], Chen, Z.X.[Zhao-Xi], Xiao, W.Y.[Wei-Ye], Wei, Y.K.[Yu-Kun], Qing, Z.F.[Zhong-Fei], Wei, C.[Chen], Dai, B.[Bo], Wu, W.[Wayne], Qian, C.[Chen], Lin, D.[Dahua], Liu, Z.W.[Zi-Wei], Yang, L.[Lei],
SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling,
ICCV23(20225-20235)
IEEE DOI 2401
BibRef

Xue, Y.X.[Yu-Xuan], Bhatnagar, B.L.[Bharat Lal], Marin, R.[Riccardo], Sarafianos, N.[Nikolaos], Xu, Y.[Yuanlu], Pons-Moll, G.[Gerard], Tung, T.[Tony],
NSF: Neural Surface Fields for Human Modeling from Monocular Depth,
ICCV23(15004-15014)
IEEE DOI Code:
WWW Link. 2401
BibRef

Zheng, C.[Ce], Mendieta, M.[Matias], Yang, T.[Taojiannan], Qi, G.J.[Guo-Jun], Chen, C.[Chen],
FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER,
CVPR23(13945-13954)
IEEE DOI 2309
BibRef

Geng, C.[Chen], Peng, S.[Sida], Xu, Z.[Zhen], Bao, H.J.[Hu-Jun], Zhou, X.W.[Xiao-Wei],
Learning Neural Volumetric Representations of Dynamic Humans in Minutes,
CVPR23(8759-8770)
IEEE DOI 2309
BibRef

Wang, J.Y.[Jun-Ying], Yoon, J.S.[Jae Shin], Wang, T.F.Y.[Tuan-Feng Y.], Singh, K.K.[Krishna Kumar], Neumann, U.[Ulrich],
Complete 3D Human Reconstruction from a Single Incomplete Image,
CVPR23(8748-8758)
IEEE DOI 2309
BibRef

Chen, J.C.[Jian-Chuan], Yi, W.T.[Wen-Tao], Wang, T.T.[Tian-Tian], Li, X.[Xing], Ma, L.Q.[Li-Qian], Fan, Y.[Yangyu], Lu, H.C.[Hu-Chuan],
Pixel2isdf: Implicit Signed Distance Fields Based Human Body Model from Multi-view and Multi-pose Images,
PeopleAn22(366-375).
Springer DOI 2304
BibRef

Pesavento, M.[Marco], Volino, M.[Marco], Hilton, A.[Adrian],
Super-Resolution 3D Human Shape from a Single Low-Resolution Image,
ECCV22(II:447-464).
Springer DOI 2211
BibRef

Chan, K.Y.T.[Kennard Yan-Ting], Lin, G.S.[Guo-Sheng], Zhao, H.Y.[Hai-Yu], Lin, W.S.[Wei-Si],
IntegratedPIFu: Integrated Pixel Aligned Implicit Function for Single-View Human Reconstruction,
ECCV22(II:328-344).
Springer DOI 2211
BibRef

Corona, E.[Enric], Pons-Moll, G.[Gerard], Alenyà, G.[Guillem], Moreno-Noguer, F.[Francesc],
Learned Vertex Descent: A New Direction for 3D Human Model Fitting,
ECCV22(II:146-165).
Springer DOI 2211
BibRef

Zhang, R.Q.[Rui-Qi], Chen, J.[Jie],
NDF: Neural Deformable Fields for Dynamic Human Modelling,
ECCV22(XXXII:37-52).
Springer DOI 2211
BibRef

Guo, C.[Chuan], Zuo, X.X.[Xin-Xin], Wang, S.[Sen], Cheng, L.[Li],
TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts,
ECCV22(XXXV:580-597).
Springer DOI 2211
BibRef

Jiang, B.[Boyan], Ren, X.[Xinlin], Dou, M.S.[Ming-Song], Xue, X.Y.[Xiang-Yang], Fu, Y.W.[Yan-Wei], Zhang, Y.[Yinda],
LoRD: Local 4D Implicit Representation for High-Fidelity Dynamic Human Modeling,
ECCV22(XXVI:307-326).
Springer DOI 2211
BibRef

Rochette, G.[Guillaume], Russell, C.[Chris], Bowden, R.[Richard],
Human Pose Manipulation and Novel View Synthesis using Differentiable Rendering,
FG21(1-8)
IEEE DOI 2303
Codes, Image synthesis, Face recognition, Semantics, Gesture recognition, Semisupervised learning BibRef

Ajanohoun, J.[Jordy], Paquette, E.[Eric], Vázquez, C.[Carlos],
Multi-View Human Model Fitting Using Bone Orientation Constraint and Joints Triangulation,
ICIP21(1094-1098)
IEEE DOI 2201
Solid modeling, Shape, Computational modeling, Fitting, Estimation, Bones, 3D reconstruction, shape and pose estimation, body model, multi-view BibRef

Yang, Z.[Ze], Wang, S.L.[Shen-Long], Manivasagam, S.[Sivabalan], Huang, Z.[Zeng], Ma, W.C.[Wei-Chiu], Yan, X.C.[Xin-Chen], Yumer, E.[Ersin], Urtasun, R.[Raquel],
S3: Neural Shape, Skeleton, and Skinning Fields for 3D Human Modeling,
CVPR21(13279-13288)
IEEE DOI 2111
Solid modeling, Laser radar, Shape, Virtual reality, Reconstruction algorithms, Skeleton BibRef

Ojeda, F.C., Bisulco, A., Kepple, D., Li, G., Zhao, Y., Ji, M., Yuan, X., Fang, L.,
Zoom in to the Details of Human-Centric Videos,
ICIP20(3089-3093)
IEEE DOI 2011
Videos, Image resolution, Solid modeling, Cameras, 3D human model BibRef

Mishra, G., Saini, S., Varanasi, K., Narayanan, P.J.,
Human Shape Capture and Tracking at Home,
WACV18(390-399)
IEEE DOI 1806
cameras, clothing, image colour analysis, image motion analysis, image texture, object tracking, Tracking BibRef

Joo, H.[Hanbyul], Neverova, N.[Natalia], Vedaldi, A.[Andrea],
Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose Estimation,
3DV21(42-52)
IEEE DOI 2201
Training, Solid modeling, Annotations, Pose estimation, Fitting, Pipelines BibRef

Neverova, N.[Natalia], Thewlis, J.[James], Guler, R.A.[Riza Alp], Kokkinos, I.[Iasonas], Vedaldi, A.[Andrea],
Slim DensePose: Thrifty Learning From Sparse Annotations and Motion Cues,
CVPR19(10907-10915).
IEEE DOI 2002
BibRef

Walther, T.[Thomas], Würtz, R.P.[Rolf P.],
Learning Generic Human Body Models,
AMDO10(98-107).
Springer DOI 1007
BibRef
Earlier:
Learning to Look at Humans: What Are the Parts of a Moving Body?,
AMDO08(xx-yy).
Springer DOI 0807
BibRef

Rosenhahn, B.[Bodo], He, L.[Lei], Klette, R.[Reinhard],
Automatic Human Model Generation,
CAIP05(41).
Springer DOI 0509
BibRef

Rosenhahn, B.[Bodo], Klette, R.[Reinhard],
Geometric Algebra for Pose Estimation and Surface Morphing in Human Motion Estimation,
IWCIA04(583-596).
Springer DOI 0505
BibRef

Mori, G.[Greg],
Guiding Model Search Using Segmentation,
ICCV05(II: 1417-1423).
IEEE DOI 0510
Segmentation into "suprepixels" (small regions). Human model composed of sets of superpixels, joints in center of one. BibRef

Hu, C.B.[Chang-Bo], Yu, Q.F.[Qing-Feng], Li, Y.[Yi], Ma, S.D.[Song-De],
Extraction of parametric human model for posture recognition using genetic algorithm,
AFGR00(518-523).
IEEE DOI 0003
BibRef

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Human Body Parsing, Body Parts .


Last update:May 23, 2024 at 14:31:23