Search Results for author: Jiamin Xu

Found 4 papers, 0 papers with code

High-quality Surface Reconstruction using Gaussian Surfels

no code implementations27 Apr 2024 Pinxuan Dai, Jiamin Xu, Wenxiang Xie, Xinguo Liu, Huamin Wang, Weiwei Xu

We propose a novel point-based representation, Gaussian surfels, to combine the advantages of the flexible optimization procedure in 3D Gaussian points and the surface alignment property of surfels.

Surface Reconstruction

SAR-to-Optical Image Translation via Thermodynamics-inspired Network

no code implementations23 May 2023 Mingjin Zhang, Jiamin Xu, Chengyu He, Wenteng Shang, Yunsong Li, Xinbo Gao

Synthetic aperture radar (SAR) is prevalent in the remote sensing field but is difficult to interpret in human visual perception.

Translation

Hybrid Mesh-neural Representation for 3D Transparent Object Reconstruction

no code implementations23 Mar 2022 Jiamin Xu, Zihan Zhu, Hujun Bao, Weiwei Xu

We propose a novel method to reconstruct the 3D shapes of transparent objects using hand-held captured images under natural light conditions.

Image Matting Object Reconstruction +1

Graph neural network-based fault diagnosis: a review

no code implementations16 Nov 2021 Zhiwen Chen, Jiamin Xu, Cesare Alippi, Steven X. Ding, Yuri Shardt, Tao Peng, Chunhua Yang

Graph neural network (GNN)-based fault diagnosis (FD) has received increasing attention in recent years, due to the fact that data coming from several application domains can be advantageously represented as graphs.

Graph Attention Time Series +1

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