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We present AvatarReX, a new method for learning NeRF-based full-body avatars from video data.
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Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction. In CVPR . 8649–8658
Guy Gafni, Justus Thies, Michael Zollhöfer, and Matthias Nießner. 2021 · 2021
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3D Face From X: Learning Face Shape From Diverse Sources
Yudong Guo, Lin Cai, and Juyong Zhang. 2021a · 2021
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Real-time deep dynamic characters
Marc Habermann, Lingjie Liu, Weipeng Xu, Michael Zollhöfer, Gerard Pons-Moll, and Christian Theobalt. 2021 · 2021
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HeadNeRF: A Real-time NeRF-based Parametric Head Model
Yang Hong, Bo Peng, Haiyao Xiao, Ligang Liu, and Juyong Zhang. 2021 · 2021
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Real-Time High-Resolution Background Matting. In CVPR . 8762–8771
Shanchuan Lin, Andrey Ryabtsev, Soumyadip Sengupta, Brian L. Curless, Steven M. Seitz, and Ira Kemelmacher-Shlizerman. 2021 · 2021
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Neural actor: neural free-view synthesis of human actors with pose control
Lingjie Liu, Marc Habermann, Viktor Rudnev, Kripasindhu Sarkar, Jiatao Gu, and Christian Theobalt. 2021a · 2021
Cited alongside, same era.
Learning Dynamic Textures for Neural Rendering of Human Actors
Lingjie Liu, Weipeng Xu, Marc Habermann, Michael Zollhöfer, Florian Bernard, Hyeongwoo Kim, Wenping Wang, and Christian Theobalt. 2021b · 2021
Cited alongside, same era.
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EMOCA: Emotion Driven Monocular Face Capture and Animation. In CVPR . 20279–20290
Radek Danecek, Michael J. Black, and Timo Bolkart. 2022 · 2022
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Fast Dynamic Radiance Fields with Time-Aware Neural Voxels. In SIGGRAPH Asia . 11:1–11:9
Jiemin Fang, Taoran Yi, Xinggang Wang, Lingxi Xie, Xiaopeng Zhang, Wenyu Liu, Matthias Nießner, and Qi Tian. 2022 · 2022
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Sara Fridovich-Keil, Alex Yu, Matthew Tancik, Qinhong Chen, Benjamin Recht, and Angjoo Kanazawa. 2022 · 2022
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Reconstructing Personalized Semantic Facial NeRF Models from Monocular Video
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HVTR: Hybrid Volumetric-Textural Rendering for Human Avatars. In 3DV . 197–208
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DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes
Jia-Wei Liu, Yan-Pei Cao, Weijia Mao, Wenqiao Zhang, David Junhao Zhang, Jussi Keppo, Ying Shan, Xiaohu Qie, and Mike Zheng Shou. 2022 · 2022
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Instant neural graphics primitives with a multiresolution hash encoding
Thomas Müller, Alex Evans, Christoph Schied, and Alexander Keller. 2022 · 2022
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Drivable Volumetric Avatars using Texel-Aligned Features. In SIGGRAPH (Conference Paper Track) . 56:1–56:9
Edoardo Remelli, Timur M. Bagautdinov, Shunsuke Saito, Chenglei Wu, Tomas Simon, Shih-En Wei, Kaiwen Guo, Zhe Cao, Fabian Prada, Jason M. Saragih, and Yaser Sheikh. 2022 · 2022
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Embodied Hands: Modeling and Capturing Hands and Bodies Together
Javier Romero, Dimitrios Tzionas, and Michael J. Black. 2022 · 2022
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DANBO: Disentangled Articulated Neural Body Representations via Graph Neural Networks. In European Conference on Computer Vision
Shih-Yang Su, Timur Bagautdinov, and Helge Rhodin. 2022 · 2022
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HumanNeRF: Free-viewpoint Rendering of Moving People from Monocular Video. In CVPR . 16189–16199
Chung-Yi Weng, Brian Curless, Pratul P. Srinivasan, Jonathan T. Barron, and Ira Kemelmacher-Shlizerman. 2022 · 2022
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DIVeR: Real-time and Accurate Neural Radiance Fields with Deterministic Integration for Volume Rendering. In CVPR . 16179–16188
Liwen Wu, Jae Yong Lee, Anand Bhattad, Yu-Xiong Wang, and David A. Forsyth. 2022 · 2022
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Dressing Avatars: Deep Photorealistic Appearance for Physically Simulated Clothing
Donglai Xiang, Timur M. Bagautdinov, Tuur Stuyck, Fabian Prada, Javier Romero, Weipeng Xu, Shunsuke Saito, Jingfan Guo, Breannan Smith, Takaaki Shiratori, Yaser Sheikh, Jessica K. Hodgins, and Chenglei Wu. 2022 · 2022
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FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing. In SIGGRAPH Asia . 12:1–12:9
Jingbo Zhang, Xiaoyu Li, Ziyu Wan, Can Wang, and Jing Liao. 2022 · 2022
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PoseVocab: Learning Joint-structured Pose Embeddings for Human Avatar Modeling. In ACM SIGGRAPH 2023 Conference Proceedings
Zhe Li, Zerong Zheng, Yuxiao Liu, Boyao Zhou, and Yebin Liu. 2023 · 2023
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StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video. In ACM SIGGRAPH 2023 Conference Proceedings
Lizhen Wang, Xiaochen Zhao, Jingxiang Sun, Yuxiang Zhang, Hongwen Zhang, Tao Yu, and Yebin Liu. 2023 · 2023
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AvatarMAV: Fast 3D Head Avatar Reconstruction Using Motion-Aware Neural Voxels. In ACM SIGGRAPH 2023 Conference Proceedings
Yuelang Xu, Lizhen Wang, Xiaochen Zhao, Hongwen Zhang, and Yebin Liu. 2023a · 2023
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LatentAvatar: Learning Latent Expression Code for Expressive Neural Head Avatar. In ACM SIGGRAPH 2023 Conference Proceedings
Yuelang Xu, Hongwen Zhang, Lizhen Wang, Xiaochen Zhao, Han Huang, Guojun Qi, and Yebin Liu. 2023b · 2023
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CloSET: Modeling Clothed Humans on Continuous Surface with Explicit Template Decomposition
Hongwen Zhang, Siyou Lin, Ruizhi Shao, Yuxiang Zhang, Zerong Zheng, Han Huang, Yandong Guo, and Yebin Liu. 2023a · 2023
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PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images
Hongwen Zhang, Yating Tian, Yuxiang Zhang, Mengcheng Li, Liang An, Zhenan Sun, and Yebin Liu. 2023b · 2023
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