activity
20242026
most citedDMF-Net: Image-Guided Point Cloud Completion with Dual-Channel Modality Fusion and Shape-Aware Upsampling Transformer

1 citations · 1 across the 8 of their papers we have counts for

collaborators

8 papers

cs.CV2026

Forwardrobe: Garment-Aware Gaussian Avatars from a Single Image

Daisheng Jin, Shuyun Wang, Ying He

Reconstructing animatable 3D human avatars from a single image remains particularly challenging for loose garments, whose geometry and motion cannot be adequately represented by bo…

cs.CV2026

Joint Orientation and Weight Optimization for Robust Watertight Surface Reconstruction via Dirichlet-Regularized Winding Fields

Jiaze Li, Daisheng Jin, Fei Hou +5

We propose Dirichlet Winding Reconstruction (DiWR), a robust method for reconstructing watertight surfaces from unoriented point clouds with non-uniform sampling, noise, and outlie…

cs.RO2026

ForeDiffusion: Foresight-Conditioned Diffusion Policy via Future View Construction for Robot Manipulation

Weize Xie, Yi Ding, Ying He +5

Diffusion strategies have advanced visual motor control by progressively denoising high-dimensional action sequences, providing a promising method for robot manipulation. However,…

cs.CV2025

LiteGE: Lightweight Geodesic Embedding for Efficient Geodesics Computation and Non-Isometric Shape Correspondence

Yohanes Yudhi Adikusuma, Qixing Huang, Ying He

Computing geodesic distances on 3D surfaces is fundamental to many tasks in 3D vision and geometry processing, with deep connections to tasks such as shape correspondence. Recent l…

cs.GR2025

Hybrid Long and Short Range Flows for Point Cloud Filtering

Dasith de Silva Edirimuni, Xuequan Lu, Ajmal Saeed Mian +4

Point cloud capture processes are error-prone and introduce noisy artifacts that necessitate filtering/denoising. Recent filtering methods often suffer from point clustering or noi…

cs.CV2025

MonoCloth: Reconstruction and Animation of Cloth-Decoupled Human Avatars from Monocular Videos

Daisheng Jin, Ying He

Reconstructing realistic 3D human avatars from monocular videos is a challenging task due to the limited geometric information and complex non-rigid motion involved. We present Mon…

cs.CV2024★ 1 cited

DMF-Net: Image-Guided Point Cloud Completion with Dual-Channel Modality Fusion and Shape-Aware Upsampling Transformer

Aihua Mao, Yuxuan Tang, Jiangtao Huang +1

In this paper we study the task of a single-view image-guided point cloud completion. Existing methods have got promising results by fusing the information of image into point clou…

cs.CV2024

Large Motion Model for Unified Multi-Modal Motion Generation

Mingyuan Zhang, Daisheng Jin, Chenyang Gu +8

Human motion generation, a cornerstone technique in animation and video production, has widespread applications in various tasks like text-to-motion and music-to-dance. Previous wo…