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Heming Zhu

4 accepted papers

2025

Real-time Free-view Human Rendering from Sparse-view RGB Videos using Double Unprojected Textures

CVPR 2025highlight

Real-time free-view human rendering from sparse-view RGB inputs is a challenging task due to the sensor scarcity and the tight time budget. To ensure efficiency, recent methods leverage 2D CNNs operating in texture space to learn rendering primitives. However, they either jointly learn geometry and…

Cited by 2SourcePDFScholar
2024

ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering

CVPR 2024poster

Real-time rendering of photorealistic and controllable human avatars stands as a cornerstone in Computer Vision and Graphics. While recent advances in neural implicit rendering have unlocked unprecedented photorealism for digital avatars real-time performance has mostly been demonstrated for static…

2022

Registering Explicit to Implicit: Towards High-Fidelity Garment Mesh Reconstruction From Single Images

CVPR 2022poster

Fueled by the power of deep learning techniques and implicit shape learning, recent advances in single-image human digitalization have reached unprecedented accuracy and could recover fine-grained surface details such as garment wrinkles. However, a common problem for the implicit-based methods is t…

Cited by 36PDFScholar
2020

Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images

ECCV 2020poster

High-fidelity clothing reconstruction is the key to achieving photorealism in a wide range of applications including human digitization, virtual try-on, etc. Recent advances in learning-based approaches have accomplished unprecedented accuracy in recovering unclothed human shape and pose from single…