A Survey on 3D Human Avatar Modeling -- From Reconstruction to Generation

6 June 2024

Kwan-Yee K. Wong

Papers citing "A Survey on 3D Human Avatar Modeling -- From Reconstruction to Generation"

34 / 34 papers shown

Title
GSAC: Leveraging Gaussian Splatting for Photorealistic Avatar Creation with Unity Integration Rendong Zhang Alexandra Watkins Nilanjan Sarkar 3DGS 30 0 0 17 Apr 2025
Learning-based 3D Reconstruction in Autonomous Driving: A Comprehensive Survey Liewen Liao Weihao Yan Ming Yang Songan Zhang 3DV 88 0 0 17 Mar 2025
GS-VTON: Controllable 3D Virtual Try-on with Gaussian Splatting Yukang Cao Masoud Hadi Liang Pan Ziwei Liu 3DGS DiffM 53 4 0 07 Oct 2024
View-Consistent 3D Editing with Gaussian Splatting Yuxuan Wang Xuanyu Yi Zike Wu Na Zhao Long Chen Hanwang Zhang 49 24 0 18 Mar 2024
Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior Cheng Chen Xiaofeng Yang Fan Yang Chengzeng Feng Zhoujie Fu Chuan-Sheng Foo Guosheng Lin Fayao Liu 50 14 0 14 Mar 2024
GaussCtrl: Multi-View Consistent Text-Driven 3D Gaussian Splatting Editing Jing Wu Jiawang Bian Xinghui Li Guangrun Wang Ian D Reid Philip H. S. Torr V. Prisacariu 3DGS 27 33 0 13 Mar 2024
AtomoVideo: High Fidelity Image-to-Video Generation Litong Gong Yiran Zhu Weijie Li Xiaoyang Kang Biao Wang Tiezheng Ge Bo Zheng DiffM VGen 124 12 0 04 Mar 2024
3D Gaussian as a New Era: A Survey Ben Fei Jingyi Xu Rui Zhang Qingyuan Zhou Weidong Yang Ying He 3DGS 42 62 0 11 Feb 2024
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation Jiaxiang Tang Zhaoxi Chen Xiaokang Chen Tengfei Wang Gang Zeng Ziwei Liu 3DGS 3DV 84 347 0 07 Feb 2024
Lumiere: A Space-Time Diffusion Model for Video Generation Omer Bar-Tal Hila Chefer Omer Tov Charles Herrmann Roni Paiss ... T. Michaeli Oliver Wang Deqing Sun Tali Dekel Inbar Mosseri VGen 112 215 0 23 Jan 2024
ViVid-1-to-3: Novel View Synthesis with Video Diffusion Models Jeong-gi Kwak Erqun Dong Yuhe Jin Hanseok Ko Shweta Mahajan Kwang Moo Yi DiffM VGen 72 38 0 03 Dec 2023
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 158 1,016 0 25 Nov 2023
GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting Yiwen Chen Zilong Chen Chi Zhang Feng Wang Xiaofeng Yang Yikai Wang Zhongang Cai Lei Yang Huaping Liu Guosheng Lin 3DGS 108 185 0 24 Nov 2023
TADA! Text to Animatable Digital Avatars Tingting Liao Hongwei Yi Yuliang Xiu Jiaxaing Tang Yangyi Huang Justus Thies Michael J. Black 70 94 0 21 Aug 2023
Shap-E: Generating Conditional 3D Implicit Functions Heewoo Jun Alex Nichol DiffM 197 309 0 03 May 2023
TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis Mathis Petrovich Michael J. Black Gül Varol VGen 70 77 0 02 May 2023
ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs Jiteng Mu S. Sang Nuno Vasconcelos X. Wang 37 19 0 27 Apr 2023
RealFusion: 360° Reconstruction of Any Object from a Single Image Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 98 291 0 21 Feb 2023
Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models Jiale Xu Xintao Wang Weihao Cheng Yan-Pei Cao Ying Shan Xiaohu Qie Shenghua Gao 188 161 0 28 Dec 2022
Reconstructing Personalized Semantic Facial NeRF Models From Monocular Video Xuan Gao Chenglai Zhong Jun Xiang Yang Hong Yudong Guo Juyong Zhang 3DH CVBM 63 128 0 12 Oct 2022
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 196 723 0 29 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 194 1,143 0 10 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 224 1,302 0 02 Sep 2022
SelfRecon: Self Reconstruction Your Digital Avatar from Monocular Video Boyi Jiang Yang Hong Hujun Bao Juyong Zhang 3DH 111 153 0 30 Jan 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 392 4,137 0 28 Jan 2022
Text2Mesh: Text-Driven Neural Stylization for Meshes O. Michel Roi Bar-On Richard Liu Sagie Benaim Rana Hanocka CLIP AI4CE 190 350 0 06 Dec 2021
Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance Rendering Youngjoon Kwon Dahun Kim Duygu Ceylan Henry Fuchs 3DH 113 161 0 15 Sep 2021
DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras Yang Zheng Ruizhi Shao Yuxiang Zhang Tao Yu Zerong Zheng Qionghai Dai Yebin Liu 3DH 103 96 0 01 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,775 0 29 Apr 2021
Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans Sida Peng Yuanqing Zhang Yinghao Xu Qianqian Wang Qing Shuai Hujun Bao Xiaowei Zhou 3DH 197 687 0 31 Dec 2020
Deep Learning-Based Human Pose Estimation: A Survey Ce Zheng Wenhan Wu C. L. P. Chen Taojiannan Yang Sijie Zhu Ju Shen N. Kehtarnavaz M. Shah 3DH 103 565 0 24 Dec 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 232 971 0 10 Mar 2020
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 181 1,386 0 01 Feb 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,103 0 02 Dec 2016