Cover Image

Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cai, Qingyuan, Hu, Xuecai, Hou, Saihui, Yao, Li, Huang, Yongzhen
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FastDDHPose: Towards Unified, Efficient, and Disentangled 3D Human Pose Estimation
by: Cai, Qingyuan, et al.
Published: (2025)

BarbieGait: An Identity-Consistent Synthetic Human Dataset with Versatile Cloth-Changing for Gait Recognition
by: Cai, Qingyuan, et al.
Published: (2026)

MMGait: Towards Multi-Modal Gait Recognition
by: Wang, Chenye, et al.
Published: (2026)

StarPose: 3D Human Pose Estimation via Spatial-Temporal Autoregressive Diffusion
by: Yang, Haoxin, et al.
Published: (2025)

Efficient Diffusion-Based 3D Human Pose Estimation with Hierarchical Temporal Pruning
by: Bi, Yuquan, et al.
Published: (2025)

Exploring Deep Models for Practical Gait Recognition
by: Fan, Chao, et al.
Published: (2023)

GaitSnippet: Gait Recognition Beyond Unordered Sets and Ordered Sequences
by: Hou, Saihui, et al.
Published: (2025)

OmniDiff: A Comprehensive Benchmark for Fine-grained Image Difference Captioning
by: Liu, Yuan, et al.
Published: (2025)

Progressive Feature Learning for Realistic Cloth-Changing Gait Recognition
by: Ren, Xuqian, et al.
Published: (2022)

Unsupervised Gait Recognition with Selective Fusion
by: Ren, Xuqian, et al.
Published: (2023)

OpenAnimals: Revisiting Person Re-Identification for Animals Towards Better Generalization
by: Hou, Saihui, et al.
Published: (2024)

3D Human Pose Estimation via Spatial Graph Order Attention and Temporal Body Aware Transformer
by: Aouaidjia, Kamel, et al.
Published: (2025)

TCPFormer: Learning Temporal Correlation with Implicit Pose Proxy for 3D Human Pose Estimation
by: Liu, Jiajie, et al.
Published: (2025)

D3PRefiner: A Diffusion-based Denoise Method for 3D Human Pose Refinement
by: Yan, Danqi, et al.
Published: (2024)

Graph and Skipped Transformer: Exploiting Spatial and Temporal Modeling Capacities for Efficient 3D Human Pose Estimation
by: Cui, Mengmeng, et al.
Published: (2024)

HyperDiff: Hypergraph Guided Diffusion Model for 3D Human Pose Estimation
by: Han, Bing, et al.
Published: (2025)

Motion-Adaptive Multi-Scale Temporal Modelling with Skeleton-Constrained Spatial Graphs for Efficient 3D Human Pose Estimation
by: Li, Ruochen, et al.
Published: (2026)

PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model
by: Huang, Yunlong, et al.
Published: (2024)

QAGait: Revisit Gait Recognition from a Quality Perspective
by: Wang, Zengbin, et al.
Published: (2024)

HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation
by: Zheng, Hongwei, et al.
Published: (2025)

MoViD: View-Invariant 3D Human Pose Estimation via Motion-View Disentanglement
by: Liu, Yejia, et al.
Published: (2026)

Online Test-time Adaptation for 3D Human Pose Estimation: A Practical Perspective with Estimated 2D Poses
by: Lin, Qiuxia, et al.
Published: (2025)

NanoHTNet: Nano Human Topology Network for Efficient 3D Human Pose Estimation
by: Cai, Jialun, et al.
Published: (2025)

Dual-stream Spatio-Temporal GCN-Transformer Network for 3D Human Pose Estimation
by: Duan, Jiawen, et al.
Published: (2026)

Joint Learning of Pose Regression and Denoising Diffusion with Score Scaling Sampling for Category-level 6D Pose Estimation
by: Lee, Seunghyun, et al.
Published: (2025)

OpenGait: A Comprehensive Benchmark Study for Gait Recognition towards Better Practicality
by: Fan, Chao, et al.
Published: (2024)

STGFormer: Spatio-Temporal GraphFormer for 3D Human Pose Estimation in Video
by: Liu, Yang, et al.
Published: (2024)

Dessie: Disentanglement for Articulated 3D Horse Shape and Pose Estimation from Images
by: Li, Ci, et al.
Published: (2024)

STAR-Pose: Efficient Low-Resolution Video Human Pose Estimation via Spatial-Temporal Adaptive Super-Resolution
by: Jin, Yucheng, et al.
Published: (2025)

SnapPose3D: Diffusion-Based Single-Frame 2D-to-3D Lifting of Human Poses
by: Simoni, Alessandro, et al.
Published: (2026)

DreamPose3D: Hallucinative Diffusion with Prompt Learning for 3D Human Pose Estimation
by: Bright, Jerrin, et al.
Published: (2025)

PersPose: 3D Human Pose Estimation with Perspective Encoding and Perspective Rotation
by: Hao, Xiaoyang, et al.
Published: (2025)

DisPose: Disentangling Pose Guidance for Controllable Human Image Animation
by: Li, Hongxiang, et al.
Published: (2024)

$\text{Di}^2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation
by: Wang, Weiquan, et al.
Published: (2024)

Semantics-aware Test-time Adaptation for 3D Human Pose Estimation
by: Lin, Qiuxia, et al.
Published: (2025)

UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and Temporal Cues
by: Davoodnia, Vandad, et al.
Published: (2024)

Learning Geometric Invariance for Gait Recognition
by: Wang, Zengbin, et al.
Published: (2026)

Beyond Static Frames: Temporal Aggregate-and-Restore Vision Transformer for Human Pose Estimation
by: Fang, Hongwei, et al.
Published: (2026)

HDiffTG: A Lightweight Hybrid Diffusion-Transformer-GCN Architecture for 3D Human Pose Estimation
by: Fu, Yajie, et al.
Published: (2025)

L2A: Learning to Accumulate Pose History for Accurate 3D Human Pose Estimation
by: Wang, Zehua, et al.
Published: (2026)