Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows

29 July 2021

Papers citing "Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows"

50 / 72 papers shown

Title
HDiffTG: A Lightweight Hybrid Diffusion-Transformer-GCN Architecture for 3D Human Pose Estimation Y. Fu Chaorui Huang Junwei Li Hui Kong Yibin Tian Huakang Li Zhiyuan Zhang 29 0 0 07 May 2025
Noise Augmented Fine Tuning for Mitigating Hallucinations in Large Language Models Afshin Khadangi Amir Sartipi Igor Tchappi Ramin Bahmani 33 1 0 04 Apr 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 119 0 0 08 Feb 2025
CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty Harry Zhang Luca Carlone 3DH 104 0 0 11 Dec 2024
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery Tom Wehrbein Marco Rudolph Bodo Rosenhahn Bastian Wandt 3DH 74 2 0 25 Nov 2024
GTA-Net: An IoT-Integrated 3D Human Pose Estimation System for Real-Time Adolescent Sports Posture Correction Shizhe Yuan Li Zhou 3DH 41 5 0 11 Nov 2024
Social EgoMesh Estimation Luca Scofano Alessio Sampieri Edoardo De Matteis Indro Spinelli Fabio Galasso EgoV 25 0 0 07 Nov 2024
Enhancing 3D Human Pose Estimation Amidst Severe Occlusion with Dual Transformer Fusion Mehwish Ghafoor Arif Mahmood Muhammad Bilal 26 1 0 06 Oct 2024
Occlusion-Aware 3D Motion Interpretation for Abnormal Behavior Detection Su Li Wang Liang Jianye Wang Ziheng Zhang Lei Zhang 40 0 0 23 Jul 2024
GTPT: Group-based Token Pruning Transformer for Efficient Human Pose Estimation Haonan Wang Jie Liu Jie Tang Gangshan Wu Bo Xu Y. Kevin Chou Yong Wang ViT 32 2 0 15 Jul 2024
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators Harry Zhang Luca Carlone 3DH 66 1 0 27 May 2024
FinePOSE: Fine-Grained Prompt-Driven 3D Human Pose Estimation via Diffusion Models Jinglin Xu Yijie Guo Yuxin Peng DiffM 32 10 0 08 May 2024
Probablistic Restoration with Adaptive Noise Sampling for 3D Human Pose Estimation Xianzhou Zeng Hao Qin Ming Kong Luyuan Chen Qiang Zhu 3DH 16 0 0 03 May 2024
Quater-GCN: Enhancing 3D Human Pose Estimation with Orientation and Semi-supervised Training Xingyu Song Zhan Li Shi Chen K. Demachi 3DH 26 3 0 30 Apr 2024
PoseINN: Realtime Visual-based Pose Regression and Localization with Invertible Neural Networks Zirui Zang Ahmad Amine Rahul Mangharam 33 0 0 20 Apr 2024
SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection Mathis Kruse Marco Rudolph Dominik Woiwode Bodo Rosenhahn 3DGS 21 11 0 10 Apr 2024
An Animation-based Augmentation Approach for Action Recognition from Discontinuous Video Xingyu Song Zhan Li Shi Chen Xin-Qiang Cai K. Demachi 28 2 0 10 Apr 2024
KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation Jihua Peng Yanghong Zhou P. Y. Mok ViT 21 7 0 31 Mar 2024
DiffHuman: Probabilistic Photorealistic 3D Reconstruction of Humans A. Sengupta Thiemo Alldieck Nikos Kolotouros Enric Corona Andrei Zanfir C. Sminchisescu 24 7 0 30 Mar 2024
Personalized 3D Human Pose and Shape Refinement Tom Wehrbein Bodo Rosenhahn Iain A. Matthews Carsten Stoll 3DH 20 1 0 18 Mar 2024
Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion Estimation Paweł Antoni Pierzchlewicz Caio da Silva R. J. Cotton Fabian H. Sinz 30 0 0 10 Mar 2024
NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors Yannan He Garvita Tiwari Tolga Birdal J. E. Lenssen Gerard Pons-Moll 24 8 0 05 Mar 2024
Quantum Normalizing Flows for Anomaly Detection Bodo Rosenhahn C. Hirche 16 4 0 05 Feb 2024
Diffusion-based Pose Refinement and Muti-hypothesis Generation for 3D Human Pose Estimaiton Hongbo Kang Yong Wang Mengyuan Liu Doudou Wu Peng Liu Xinlin Yuan W. Yang DiffM 35 3 0 10 Jan 2024
Geometry-Biased Transformer for Robust Multi-View 3D Human Pose Reconstruction Olivier Moliner Sangxia Huang Kalle AAstrom ViT 19 3 0 28 Dec 2023
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation Cédric Rommel Victor Letzelter Nermin Samet Renaud Marlet Matthieu Cord Patrick Pérez Eduardo Valle 3DH 25 0 0 11 Dec 2023
On the Calibration of Human Pose Estimation Kerui Gu Rongyu Chen Angela Yao 28 7 0 28 Nov 2023
The voraus-AD Dataset for Anomaly Detection in Robot Applications Jan Thiess Brockmann Marco Rudolph Bodo Rosenhahn Bastian Wandt 21 11 0 08 Nov 2023
A Single 2D Pose with Context is Worth Hundreds for 3D Human Pose Estimation Qi-jun Zhao Ce Zheng Mengyuan Liu C. L. P. Chen 30 14 0 06 Nov 2023
Multimodal Active Measurement for Human Mesh Recovery in Close Proximity Takahiro Maeda Keisuke Takeshita Norimichi Ukita Kazuhito Tanaka 18 0 0 12 Oct 2023
DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion Cédric Rommel Eduardo Valle Mickaël Chen Souhaiel Khalfaoui Renaud Marlet Matthieu Cord Patrick Pérez 18 15 0 04 Sep 2023
Vision-Based Human Pose Estimation via Deep Learning: A Survey Gongjin Lan Yuehua Wu Fei Hu Qi Hao 3DH 26 44 0 26 Aug 2023
POCO: 3D Pose and Shape Estimation with Confidence Sai Kumar Dwivedi Cordelia Schmid Hongwei Yi Michael J. Black Dimitrios Tzionas 3DH 11 16 0 24 Aug 2023
Physics-Guided Human Motion Capture with Pose Probability Modeling Jingyi Ju Buzhen Huang Chen Zhu Zhihao Li Yangang Wang DiffM 25 3 0 19 Aug 2023
Body Knowledge and Uncertainty Modeling for Monocular 3D Human Body Reconstruction Yufei Zhang Hanjing Wang Jeffrey O. Kephart Q. Ji 3DH 13 9 0 01 Aug 2023
Markerless human pose estimation for biomedical applications: a survey Andrea Avogaro Federico Cunico Bodo Rosenhahn Francesco Setti 3DH 19 14 0 01 Aug 2023
Lightweight Super-Resolution Head for Human Pose Estimation Hong Wang Jie Liu Jie Tang Gangshan Wu 3DH 23 10 0 31 Jul 2023
GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular Video Bruce X. B. Yu Zhi-Li Zhang Yongxu Liu S. Zhong Y. Liu Chang Wen Chen 3DH 20 46 0 12 Jul 2023
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation Zhongyu Jiang Zhu Zhou Lei Li Wenhao Chai Cheng-Yen Yang Jenq-Neng Hwang DiffM 38 29 0 07 Jul 2023
NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape Estimation Jiefeng Li Siyuan Bian Qi Liu Jiasheng Tang Fan Wang Cewu Lu 3DH 35 53 0 15 May 2023
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation A. Sengupta Ignas Budvytis R. Cipolla 3DH 23 18 0 11 May 2023
Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views Siwei Zhang Qianli Ma Yan Zhang S. Aliakbarian Darren Cosker Siyu Tang EgoV 20 25 0 12 Apr 2023
Self-supervised 3D Human Pose Estimation from a Single Image José Sosa David C. Hogg SSL 3DH 22 6 0 05 Apr 2023
The Treasure Beneath Multiple Annotations: An Uncertainty-aware Edge Detector Caixia Zhou Yaping Huang Mengyang Pu Q. Guan Li Huang Haibin Ling UQCV 19 33 0 21 Mar 2023
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation Wenkang Shan Zhenhua Liu Xinfeng Zhang Zhao Wang Kai Han Shanshe Wang Siwei Ma Wen Gao DiffM 53 85 0 21 Mar 2023
Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation Han Li Bowen Shi Wenrui Dai Hongwei Zheng Bo Wang Yu Sun Mingzhe Guo Chenlin Li Junni Zou H. Xiong ViT 28 39 0 15 Feb 2023
Advanced Baseline for 3D Human Pose Estimation: A Two-Stage Approach Zichen Gui Jungang Luo 3DH 6 0 0 21 Dec 2022
GFPose: Learning 3D Human Pose Prior with Gradient Fields Hai Ci Min-Yu Wu Wenjie Zhu Xiaoxuan Ma Hao Dong Fangwei Zhong Yizhou Wang 3DH 13 61 0 16 Dec 2022
Progressive Multi-view Human Mesh Recovery with Self-Supervision Xuan Gong Liangchen Song Meng Zheng Benjamin Planche Terrence Chen Junsong Yuan David Doermann Ziyan Wu 3DH 23 12 0 10 Dec 2022
DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic Model Jeongjun Choi D. Shim H. J. Kim 16 33 0 06 Dec 2022