22.4.2.3.3 Hand Reconstruction, Hand Synthesis, Hand Generation, Hand Animation

Chapter Contents (Back)
Hand Model. Synthesis. Hand Synthesis. Hand Rendering. Hand Reconstruction. Hand Display.
See also Gesture Generation. May have some reconstructions:
See also Human Activities, Interacting with Objects, HOI.

Chang, X.Y.[Xiao-Yun], Yi, W.T.[Wen-Tao], Lin, X.B.[Xiang-Bo], Sun, Y.[Yi],
3D hand reconstruction with both shape and appearance from an RGB image,
IVC(135), 2023, pp. 104690.
Elsevier DOI 2306
3D hand reconstruction, Implicit representation, Signed distance function, Appearance synthesis BibRef

Tu, Z.G.[Zhi-Gang], Huang, Z.S.[Zhi-Sheng], Chen, Y.J.[Yu-Jin], Kang, D.[Di], Bao, L.C.[Lin-Chao], Yang, B.S.[Bi-Sheng], Yuan, J.S.[Jun-Song],
Consistent 3D Hand Reconstruction in Video via Self-Supervised Learning,
PAMI(45), No. 8, August 2023, pp. 9469-9485.
IEEE DOI 2307
Image reconstruction, Solid modeling, Shape, Training, Annotations, Video sequences, 3D hand reconstruction, hand pose estimation, video analysis BibRef

Chen, Y.J.[Yu-Jin], Tu, Z.G.[Zhi-Gang], Kang, D.[Di], Bao, L.C.[Lin-Chao], Zhang, Y.[Ying], Zhe, X.F.[Xue-Fei], Chen, R.Z.[Rui-Zhi], Yuan, J.S.[Jun-Song],
Model-based 3D Hand Reconstruction via Self-Supervised Learning,
CVPR21(10446-10455)
IEEE DOI 2111
Training, Solid modeling, Surface reconstruction, Annotations, Shape, Training data BibRef

Ren, J.W.[Jin-Wei], Zhu, J.K.[Jian-Ke],
Pyramid Deep Fusion Network for Two-Hand Reconstruction From RGB-D Images,
CirSysVideo(34), No. 7, July 2024, pp. 5843-5855.
IEEE DOI Code:
WWW Link. 2407
Three-dimensional displays, Feature extraction, Image reconstruction, Point cloud compression, Shape, Color, end-to-end network BibRef

Jiang, Z.H.[Zhe-Heng], Rahmani, H.[Hossein], Black, S.[Sue], Williams, B.[Bryan],
3D Points Splatting for real-time dynamic Hand Reconstruction,
PR(162), 2025, pp. 111426.
Elsevier DOI 2503
High-resolution hand geometry, Intrinsic albedo, Pose-aware shading, Real-time rendering BibRef

Zuo, B.H.[Bing-Hui], Sun, W.Q.[Wen-Qian], Zhao, Z.[Zimeng], Yuan, X.H.[Xiao-Han], Wang, Y.G.[Yan-Gang],
NP-Hand: Novel Perspective Hand Image Synthesis Guided by Normals,
IP(34), 2025, pp. 2435-2449.
IEEE DOI 2505
Hands, Generative adversarial networks, Image synthesis, Diffusion models, Feature extraction, Costs, normal map BibRef

Teng, Y.Z.[Yun-Zhi], Huang, X.[Xiaoke], Li, K.[Kejie], Zhang, X.P.[Xiao-Ping], Tang, Y.S.[Yan-Song],
DEHand: Deformable Encoding for Photo-Realistic Free-View and Free-Pose Hand Rendering,
MultMed(27), 2025, pp. 6284-6295.
IEEE DOI 2510
Hands, Encoding, Rendering (computer graphics), Deformable models, Deformation, Neural radiance field, Adaptation models, Training, neural rendering BibRef

Yang, L.X.[Li-Xin], Zhong, L.C.[Li-Cheng], Zhu, P.X.[Peng-Xiang], Zhan, X.Y.[Xin-Yu], Kong, J.X.[Jun-Xiao], Xu, J.[Jian], Lu, C.[Cewu],
Multi-View Hand Reconstruction With a Point-Embedded Transformer,
PAMI(47), No. 11, November 2025, pp. 10680-10695.
IEEE DOI 2510
Hands, Cameras, Point cloud compression, Transformers, Image reconstruction, multi-view stereo BibRef

Yang, L.X.[Li-Xin], Xu, J.[Jian], Zhong, L.C.[Li-Cheng], Zhan, X.Y.[Xin-Yu], Wang, Z.C.[Zhi-Cheng], Wu, K.[Kejian], Lu, C.W.[Ce-Wu],
POEM: Reconstructing Hand in a Point Embedded Multi-view Stereo,
CVPR23(21108-21112)
IEEE DOI 2309
BibRef


Hu, B.B.[Bing-Bing], Li, Y.Y.[Yan-Yan], Xie, R.[Rui], Xu, B.[Bo], Dong, H.[Haoye], Yao, J.F.[Jun-Feng], Lee, G.H.[Gim Hee],
Learnable Infinite Taylor Gaussian for Dynamic View Rendering,
CVPR25(26844-26854)
IEEE DOI Code:
WWW Link. 2508
Hands, Neural networks, Rendering (computer graphics), Polynomials, Trajectory, Convergence BibRef

Chen, K.[Kefan], Min, C.[Chaerin], Zhang, L.[Linguang], Hampali, S.[Shreyas], Keskin, C.[Cem], Sridhar, S.[Srinath],
FoundHand: Large-Scale Domain-Specific Learning for Controllable Hand Image Generation,
CVPR25(17448-17460)
IEEE DOI 2508
Hands, Heating systems, Image segmentation, Image synthesis, Inverse problems, Video sequences, Superresolution, video generation BibRef

Chen, I.H.[I-Hsiang], Chen, W.T.[Wei-Ting], Liu, Y.W.[Yu-Wei], Chiang, Y.C.[Yuan-Chun], Kuo, S.Y.[Sy-Yen], Yang, M.H.[Ming-Hsuan],
UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior,
CVPR25(17969-17979)
IEEE DOI 2508
Hands, Visualization, Adaptation models, Noise, Diffusion models, Image restoration, Decoding, Image reconstruction, Meteorology, image generation BibRef

Fan, K.X.[Kai-Xin], Ren, P.F.[Peng-Fei], Wang, J.Y.[Jing-Yu], Sun, H.F.[Hai-Feng], Qi, Q.[Qi], Zhuang, Z.[Zirui], Liao, J.X.[Jian-Xin],
Pose-Guided Temporal Enhancement for Robust Low-Resolution Hand Reconstruction,
CVPR25(22627-22637)
IEEE DOI Code:
WWW Link. 2508
Hands, Water, Visualization, Accuracy, Shape, Semantics, Video sequences, Spatial resolution, Image reconstruction, 3d hand reconstruction, temporal BibRef

Chen, X.Y.[Xing-Yu], Song, Z.[Zhuheng], Jiang, X.[Xiaoke], Hu, Y.Q.[Yao-Qing], Yu, J.Z.[Jun-Zhi], Zhang, L.[Lei],
HandOS: 3D Hand Reconstruction in One Stage,
CVPR25(17304-17314)
IEEE DOI 2508
Hands, Solid modeling, Translation, Pose estimation, Semantics, Benchmark testing, Cameras, Decoding BibRef

Barquero, G.[German], Bertsch, N.[Nadine], Marramreddy, M.[Manojkumar], Chacón, C.[Carlos], Arcadu, F.[Filippo], Rigual, F.[Ferran], He, N.S.[Nicky Sijia], Palmero, C.[Cristina], Escalera, S.[Sergio], Ye, Y.T.[Yu-Ting], Kips, R.[Robin],
From Sparse Signal to Smooth Motion: Real-Time Motion Generation with Rolling Prediction Models,
CVPR25(1850-1860)
IEEE DOI 2508
Hands, Solid modeling, Accuracy, Tracking, Impedance matching, Predictive models, Benchmark testing, Real-time systems, Synthetic data BibRef

Zhang, J.[Jinlu], Chen, Y.X.[Yi-Xin], Wang, Z.[Zan], Yang, J.[Jie], Wang, Y.Z.[Yi-Zhou], Huang, S.Y.[Si-Yuan],
InteractAnything: Zero-Shot Human Object Interaction Synthesis via LLM Feedback and Object Affordance Parsing,
CVPR25(7015-7025)
IEEE DOI 2508
Training, Geometry, Hands, Solid modeling, Large language models, Affordances, Diffusion models, Optimization BibRef

Cseke, A.[Alpár], Tripathi, S.[Shashank], Dwivedi, S.K.[Sai Kumar], Lakshmipathy, A.S.[Arjun S.], Chatterjee, A.[Agniv], Black, M.J.[Michael J.], Tzionas, D.[Dimitrios],
PICO: Reconstructing 3D People In Contact with Objects,
CVPR25(1783-1794)
IEEE DOI Code:
WWW Link. 2508
Codes, Shape, Foundation models, Databases, Fitting, Optimization, Image reconstruction, human-object interaction, 3d contact dataset BibRef

Hosseini, M.[Mehran], Hosseini, P.[Peyman],
GeoPos: A Minimal Positional Encoding for Enhanced Fine-Grained Details in Image Synthesis Using Convolutional Neural Networks,
WACV25(7287-7297)
IEEE DOI 2505
Training, Hands, Image coding, Image synthesis, Convolution, Noise reduction, Generative adversarial networks, positional embedding BibRef

Qin, Z.Y.[Zhen-Yue], Zhang, Y.Q.[Yi-Qun], Liu, Y.[Yang], Campbell, D.[Dylan],
HandCraft: Anatomically Correct Restoration of Malformed Hands in Diffusion Generated Images,
WACV25(3925-3933)
IEEE DOI 2505
Hands, Training, Image color analysis, Text to image, Detectors, Diffusion models, Rendering (computer graphics), hand BibRef

Park, J.[Junho], Kong, K.[Kyeongbo], Kang, S.J.[Suk-Ju],
Attentionhand: Text-driven Controllable Hand Image Generation for 3d Hand Reconstruction in the Wild,
ECCV24(LX: 329-345).
Springer DOI 2412
BibRef

Zhang, Y.F.[Yu-Fei], Kephart, J.O.[Jeffrey O.], Ji, Q.[Qiang],
Weakly-supervised 3d Hand Reconstruction with Knowledge Prior and Uncertainty Guidance,
ECCV24(LXXVIII: 106-125).
Springer DOI 2412
BibRef

Yang, J.[Jian], Li, J.[Jiakun], Li, G.M.[Guo-Ming], Wu, H.Y.[Huai-Yu], Shen, Z.[Zhen], Fan, Z.X.[Zhao-Xin],
MLPHand: Real Time Multi-view 3d Hand Reconstruction via Mlp Modeling,
ECCV24(LXXIV: 407-424).
Springer DOI 2412
BibRef

Zheng, X.Z.[Xiao-Zheng], Wen, C.[Chao], Su, Z.[Zhuo], Xu, Z.[Zeran], Li, Z.[Zhaohu], Zhao, Y.[Yang], Xue, Z.[Zhou],
OHTA: One-shot Hand Avatar via Data-driven Implicit Priors,
CVPR24(799-810)
IEEE DOI 2410
Geometry, Avatars, Fitting, Rendering (computer graphics), Animation, Data models, hand avatar, neural rendering BibRef

Moon, G.[Gyeongsik], Weipeng, X., Joshi, R.[Rohan], Chenglei, W., Shiratori, T.[Takaaki],
Authentic Hand Avatar from a Phone Scan via Universal Hand Model,
CVPR24(2029-2038)
IEEE DOI 2410
Adaptation models, Solid modeling, Shape, Avatars, Image matching, Universal hand model, hand avatar BibRef

Narasimhaswamy, S.[Supreeth], Bhattacharya, U.[Uttaran], Chen, X.[Xiang], Dasgupta, I.[Ishita], Mitra, S.[Saayan], Hoai, M.[Minh],
HanDiffuser: Text-to-Image Generation with Realistic Hand Appearances,
CVPR24(2468-2479)
IEEE DOI Code:
HTML Version. 2410
Shape, Text to image, Diffusion models, Hands, Diffusion, Humans BibRef

Pavlakos, G.[Georgios], Shan, D.D.[Dan-Dan], Radosavovic, I.[Ilija], Kanazawa, A.[Angjoo], Fouhey, D.[David], Malik, J.[Jitendra],
Reconstructing Hands in 3D with Transformers,
CVPR24(9826-9836)
IEEE DOI Code:
WWW Link. 2410
Solid modeling, Annotations, Training data, Benchmark testing, Transformers, 3D hand pose estimation, hand mesh recovery, single-image 3D BibRef

Jiang, J.P.[Jian-Ping], Zhou, X.Y.[Xin-Yu], Wang, B.X.[Bing-Xuan], Deng, X.M.[Xiao-Ming], Xu, C.[Chao], Shi, B.X.[Bo-Xin],
Complementing Event Streams and RGB Frames for Hand Mesh Reconstruction,
CVPR24(24944-24954)
IEEE DOI Code:
WWW Link. 2410
Costs, Image color analysis, Cameras, Sensors, Reliability, Event Camera, Hand Pose Estimation BibRef

Fan, Z.C.[Zi-Cong], Parelli, M.[Maria], Kadoglou, M.E.[Maria Eleni], Chen, X.[Xu], Kocabas, M.[Muhammed], Black, M.J.[Michael J.], Hilliges, O.[Otmar],
HOLD: Category-Agnostic 3D Reconstruction of Interacting Hands and Objects from Video,
CVPR24(494-504)
IEEE DOI 2410
Solid modeling, Surface reconstruction, Codes, Annotations, Robustness, Hand-object reconstruction, hand-object interaction, hand pose estimation BibRef

Chen, Z.X.[Zhao-Xi], Moon, G.[Gyeongsik], Guo, K.W.[Kai-Wen], Cao, C.[Chen], Pidhorskyi, S.[Stanislav], Simon, T.[Tomas], Joshi, R.[Rohan], Dong, Y.[Yuan], Xu, Y.C.[Yi-Chen], Pires, B.[Bernardo], Wen, H.[He], Evans, L.[Lucas], Peng, B.[Bo], Buffalini, J.[Julia], Trimble, A.[Autumn], McPhail, K.[Kevyn], Schoeller, M.[Melissa], Yu, S.I.[Shoou-I], Romero, J.[Javier], Zollhöfer, M.[Michael], Sheikh, Y.[Yaser], Liu, Z.W.[Zi-Wei], Saito, S.[Shunsuke],
URHand: Universal Relightable Hands,
CVPR24(119-129)
IEEE DOI 2410
Training, Photorealism, Lighting, Linearity, Rendering (computer graphics), Real-time systems, Generalizable Modeling BibRef

Ye, Y.F.[Yu-Fei], Li, X.T.[Xue-Ting], Gupta, A.[Abhinav], de Mellon, S.[Shalini], Birchfield, S.[Stan], Song, J.M.[Jia-Ming], Tulsiani, S.[Shubham], Liu, S.[Sifei],
Affordance Diffusion: Synthesizing Hand-Object Interactions,
CVPR23(22479-22489)
IEEE DOI 2309
BibRef

Park, J.K.[Joon-Kyu], Jung, D.S.[Daniel Sungho], Moon, G.[Gyeongsik], Lee, K.M.[Kyoung Mu],
Extract-and-Adaptation Network for 3D Interacting Hand Mesh Recovery,
CVMeta23(4202-4211)
IEEE DOI Code:
WWW Link. 2401
BibRef

Mirmohammadi, M.[Mehrshad], Saremi, P.[Parham], Kuo, Y.L.[Yen-Ling], Wang, X.[Xi],
Reconstruction of 3D Interaction Models from Images using Shape Prior,
R6D23(2133-2139)
IEEE DOI 2401
BibRef

Ye, Y.F.[Yu-Fei], Hebbar, P.[Poorvi], Gupta, A.[Abhinav], Tulsiani, S.[Shubham],
Diffusion-Guided Reconstruction of Everyday Hand-Object Interaction Clips,
ICCV23(19660-19671)
IEEE DOI 2401
BibRef

Qu, W.T.[Wen-Tian], Cui, Z.P.[Zhao-Peng], Zhang, Y.[Yinda], Meng, C.Y.[Chen-Yu], Ma, C.X.[Cui-Xia], Deng, X.M.[Xiao-Ming], Wang, H.A.[Hong-An],
Novel-view Synthesis and Pose Estimation for Hand-Object Interaction from Sparse Views,
ICCV23(15054-15065)
IEEE DOI Code:
WWW Link. 2401
BibRef

Mundra, A.[Akshay], Mallikarjun, B.R., Wang, J.Y.[Jia-Yi], Habermann, M.[Marc], Theobalt, C.[Christian], Elgharib, M.[Mohamed],
LiveHand: Real-time and Photorealistic Neural Hand Rendering,
ICCV23(17989-17999)
IEEE DOI Code:
WWW Link. 2401
BibRef

Chen, X.Y.[Xing-Yu], Wang, B.Y.[Bao-Yuan], Shum, H.Y.[Heung-Yeung],
Hand Avatar: Free-Pose Hand Animation and Rendering from Monocular Video,
CVPR23(8683-8693)
IEEE DOI 2309
BibRef

Karunratanakul, K.[Korrawe], Prokudin, S.[Sergey], Hilliges, O.[Otmar], Tang, S.[Siyu],
HARP: Personalized Hand Reconstruction from a Monocular RGB Video,
CVPR23(12802-12813)
IEEE DOI 2309
BibRef

Jiang, Z.H.[Zhe-Heng], Rahmani, H.[Hossein], Black, S.[Sue], Williams, B.M.[Bryan M.],
A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image,
CVPR23(758-768)
IEEE DOI 2309
BibRef

Li, M.C.[Meng-Cheng], An, L.[Liang], Zhang, H.W.[Hong-Wen], Wu, L.P.[Lian-Peng], Chen, F.[Feng], Yu, T.[Tao], Liu, Y.B.[Ye-Bin],
Interacting Attention Graph for Single Image Two-Hand Reconstruction,
CVPR22(2751-2760)
IEEE DOI 2210
Convolutional codes, Image resolution, Convolution, Buildings, Coherence, Streaming media, 3D from single images, Pose estimation and tracking BibRef

Kulon, D., Güler, R.A., Kokkinos, I., Bronstein, M.M., Zafeiriou, S.P.,
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild,
CVPR20(4989-4999)
IEEE DOI 2008
Image reconstruction, Pose estimation, Shape, YouTube, Videos BibRef

Rong, Y.[Yu], Wang, J.B.[Jing-Bo], Liu, Z.W.[Zi-Wei], Loy, C.C.[Chen Change],
Monocular 3D Reconstruction of Interacting Hands via Collision-Aware Factorized Refinements,
3DV21(432-441)
IEEE DOI 2201
Convolutional neural networks, Image reconstruction, Optimization, Man-machine systems, 3D hand reconstruction, AR/VR, 3D hand pose BibRef

Seeber, M.[Michael], Poranne, R.[Roi], Pollefeys, M.[Marc], Oswald, M.R.[Martin R.],
RealisticHands: A Hybrid Model for 3D Hand Reconstruction,
3DV21(22-31)
IEEE DOI 2201
Headphones, Deep learning, Solid modeling, Neural networks, Virtual reality, Rendering (computer graphics), hand tracking, real time BibRef

Qian, N.[Neng], Wang, J.Y.[Jia-Yi], Mueller, F.[Franziska], Bernard, F.[Florian], Golyanik, V.[Vladislav], Theobalt, C.[Christian],
Html: A Parametric Hand Texture Model for 3d Hand Reconstruction and Personalization,
ECCV20(XI:54-71).
Springer DOI 2011
BibRef

Lee, S.U.[Sung Uk], Cohen, I.,
3D hand reconstruction from a monocular view,
ICPR04(III: 310-313).
IEEE DOI 0409
BibRef

Chapter on Face Recognition, Human Pose, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Depth Based, Stereo, Hand Pose, Hand Posture, Hand Shape .


Last update:Nov 10, 2025 at 14:27:42