activity
20202024
most citedAIM 2020: Scene Relighting and Illumination Estimation Challenge

14 citations · 28 across the 9 of their papers we have counts for

collaborators

9 papers

cs.CV2024

Bright-NeRF:Brightening Neural Radiance Field with Color Restoration from Low-light Raw Images

Min Wang, Xin Huang, Guoqing Zhou +2

Neural Radiance Fields (NeRFs) have demonstrated prominent performance in novel view synthesis. However, their input heavily relies on image acquisition under normal light conditio…

cs.CV2024

Style3D: Attention-guided Multi-view Style Transfer for 3D Object Generation

Bingjie Song, Xin Huang, Ruting Xie +2

We present Style3D, a novel approach for generating stylized 3D objects from a content image and a style image. Unlike most previous methods that require case- or style-specific tr…

cs.CV2024★ 2 cited

Material Anything: Generating Materials for Any 3D Object via Diffusion

Xin Huang, Tengfei Wang, Ziwei Liu +1

We present Material Anything, a fully-automated, unified diffusion framework designed to generate physically-based materials for 3D objects. Unlike existing methods that rely on co…

cs.CV2023★ 5 cited

HumanNorm: Learning Normal Diffusion Model for High-quality and Realistic 3D Human Generation

Xin Huang, Ruizhi Shao, Qi Zhang +4

Recent text-to-3D methods employing diffusion models have made significant advancements in 3D human generation. However, these approaches face challenges due to the limitations of…

cs.CV2023

Inverting the Imaging Process by Learning an Implicit Camera Model

Xin Huang, Qi Zhang, Ying Feng +2

Representing visual signals with implicit coordinate-based neural networks, as an effective replacement of the traditional discrete signal representation, has gained considerable p…

cs.CV2023★ 2 cited

Local Implicit Ray Function for Generalizable Radiance Field Representation

Xin Huang, Qi Zhang, Ying Feng +3

We propose LIRF (Local Implicit Ray Function), a generalizable neural rendering approach for novel view rendering. Current generalizable neural radiance fields (NeRF) methods sampl…