activity
20202026
most citedPyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images

140 citations · 175 across the 17 of their papers we have counts for

collaborators

17 papers

cs.CV2026

HarmoHOI: Harmonizing Appearance and 3D Motion for Multi-view Hand-Object Interaction Synthesis

Lingwei Dang, Juntong Li, Zonghan Li +5

Hand-Object Interaction (HOI) synthesis is a cornerstone for animation production and embodied AI. Despite the strong priors of video foundation models, multi-view consistent HOI s…

cs.CV2026

HiReFF: High-Resolution Feedforward Human Reconstruction from Uncalibrated Sparse-View Video

Yiming Jiang, Hanzhang Tu, Wenfeng Song +5

Uncalibrated volumetric video streaming for human reconstruction is essential for holographic communication and AR/VR, yet remains challenging due to the need for temporal consiste…

cs.CV2026

SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild

Xuyi Hu, Jin Lyu, Jiuming Liu +4

3D animal reconstruction in the wild remains challenging due to large species variation, frequent occlusions, and the prevalence of multi-animal scenes, while existing methods pred…

cs.CV2026

Mix3R: Mixing Feed-forward Reconstruction and Generative 3D Priors for Joint Multi-view Aligned 3D Reconstruction and Pose Estimation

Siyou Lin, Zhou Xue, Hongwen Zhang +4

Recent trends in sparse-view 3D reconstruction have taken two different paths: feed-forward reconstruction that predicts pixel-aligned point maps without a complete geometry, and g…

cs.CV2026

4DEquine: Disentangling Motion and Appearance for 4D Equine Reconstruction from Monocular Video

Jin Lyu, Liang An, Pujin Cheng +2

4D reconstruction of equine family (e.g. horses) from monocular video is important for animal welfare. Previous mainstream 4D animal reconstruction methods require joint optimizati…

cs.CV2026

Monocular Mesh Recovery and Body Measurement of Female Saanen Goats

Bo Jin, Shichao Zhao, Jin Lyu +5

The lactation performance of Saanen dairy goats, renowned for their high milk yield, is intrinsically linked to their body size, making accurate 3D body measurement essential for a…

cs.CV2025

SyncMV4D: Synchronized Multi-view Joint Diffusion of Appearance and Motion for Hand-Object Interaction Synthesis

Lingwei Dang, Zonghan Li, Juntong Li +4

Hand-Object Interaction (HOI) generation plays a critical role in advancing applications across animation and robotics. Current video-based methods are predominantly single-view, w…

cs.CV2025

AniMer+: Unified Pose and Shape Estimation Across Mammalia and Aves via Family-Aware Transformer

Liang An, Jin Lyu, Li Lin +3

In the era of foundation models, achieving a unified understanding of different dynamic objects through a single network has the potential to empower stronger spatial intelligence.…

cs.CV2025

MoReMouse: Monocular Reconstruction of Laboratory Mouse

Yuan Zhong, Jingxiang Sun, Zhongbin Zhang +2

Laboratory mice, particularly the C57BL/6 strain, are essential animal models in biomedical research. However, accurate 3D surface motion reconstruction of mice remains a significa…

cs.CV2025

SemanticSplat: Feed-Forward 3D Scene Understanding with Language-Aware Gaussian Fields

Qijing Li, Jingxiang Sun, Liang An +3

Holistic 3D scene understanding, which jointly models geometry, appearance, and semantics, is crucial for applications like augmented reality and robotic interaction. Existing feed…

cs.CV2024★ 1 cited

AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer

Jin Lyu, Tianyi Zhu, Yi Gu +5

Quantitative analysis of animal behavior and biomechanics requires accurate animal pose and shape estimation across species, and is important for animal welfare and biological rese…

cs.CV2024

ManiDext: Hand-Object Manipulation Synthesis via Continuous Correspondence Embeddings and Residual-Guided Diffusion

Jiajun Zhang, Yuxiang Zhang, Liang An +4

Dynamic and dexterous manipulation of objects presents a complex challenge, requiring the synchronization of hand motions with the trajectories of objects to achieve seamless and p…

cs.CV2023★ 12 cited

Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery

Kai Jia, Hongwen Zhang, Liang An +1

Regression-based methods have shown high efficiency and effectiveness for multi-view human mesh recovery. The key components of a typical regressor lie in the feature extraction of…

cs.CV2022★ 140 cited

PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images

Hongwen Zhang, Yating Tian, Yuxiang Zhang +4

We present PyMAF-X, a regression-based approach to recovering parametric full-body models from monocular images. This task is very challenging since minor parametric deviation may…

cs.CV2022★ 13 cited

Interacting Attention Graph for Single Image Two-Hand Reconstruction

Mengcheng Li, Liang An, Hongwen Zhang +4

Graph convolutional network (GCN) has achieved great success in single hand reconstruction task, while interacting two-hand reconstruction by GCN remains unexplored. In this paper,…

cs.CV2021★ 3 cited

Lightweight Multi-person Total Motion Capture Using Sparse Multi-view Cameras

Yuxiang Zhang, Zhe Li, Liang An +3

Multi-person total motion capture is extremely challenging when it comes to handle severe occlusions, different reconstruction granularities from body to face and hands, drasticall…

cs.CV2020★ 6 cited

4D Association Graph for Realtime Multi-person Motion Capture Using Multiple Video Cameras

Yuxiang Zhang, Liang An, Tao Yu +3

This paper contributes a novel realtime multi-person motion capture algorithm using multiview video inputs. Due to the heavy occlusions in each view, joint optimization on the mult…